The antique bookstore smelled of aged paper and unspoken secrets. Eleanor had frequented the place weekly for years, always seeking out the limited editions of Alistair Finch's novels. Now, clutching a first edition of "Whispers of the Willow," she felt a sour twist in her stomach. The book's delicate spine seemed to mock her.

She'd poured over Finch's work for years, finding solace and inspiration. He was a master of atmosphere, the weaver of worlds. The article, however, had exposed the truth. Finch’s evocative descriptions of the isolated cottage? Lifted, word-for-word, from a blog Eleanor had written six years prior.

Her fingers tightened on the book, knuckles white. She should probably return it, but the thought of letting it go, letting Finch win again, was unbearable. Instead, she wandered the aisles, searching for a comfortable place to sit, something to assuage the discomfort prickling across her skin.

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