The musty scent of the bookstore did little to soothe Eleanor’s unease. She’d stumbled upon this used copy of *Wuthering Heights* tucked away in a dusty corner. A cheap paperback, the pages brittle with age, mirrored her own sense of decay, of being used and discarded. As she flipped through, a folded sheet of paper fluttered out. Her fingers, usually quick and efficient, fumbled with it, as if unwilling to touch.

The handwriting, a florid, looping script, screamed of a time long past. A man, she assumed, judging by the ink-stained fingerprints smudging the bottom, had penned a missive. The words spoke of unrequited love, a devotion that echoed in her chest like a dull ache. She imagined him, this unseen writer, pouring his heart out. And then she thought of *her* own efforts, her own neglected passions, all the unspoken words that had withered on the vine.

A bitter laugh escaped her lips, a harsh sound in the quiet shop. She scanned the letter’s closing, a tender farewell, and crushed it in her fist. The paper crinkled, a sound as brittle as the hope she felt every morning, only to watch it crumble by the end of each day. Eleanor shoved the letter back into the book, slamming it shut, and marched toward the cashier.

Emotion: resentful

Cluster: Shame / Guilt
PC1 (Valence): -1.47 Negative
PC2 (Disposition): 1.50

Role in Research

This story is one of 1,000 stories generated for the emotion resentful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 resentful stories, after denoising with neutral dialogue baselines, produces the resentful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the resentful vector is projected through the unembedding matrix.

Promoted:
S0.485
aggravated0.263
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210