The attic air hung thick and stale, a shroud of forgotten things. Sarah coughed, pulling the string that dangled from the bare bulb, illuminating dust motes dancing in the feeble light. She was supposed to be sorting through her mother's belongings, but the task felt like a betrayal. Her mother's absence, a gaping wound, made every box a fresh poke at the hurt.

She unearthed a box of old papers, and her fingers, stiff with a cold fury, plucked out a folded sheet of stationery. It was a draft, her mother's elegant script looping across the page. A resignation letter, dated from a time before Sarah's birth.

The words, polite yet firm, described her mother's exit from a prestigious law firm. It spoke of a need for "greater fulfillment." Sarah slammed the letter back in the box, the paper's crispness seeming to mock her. Fulfillment? Her mother had spent her life chasing a dream she never seemed to find, leaving Sarah to pick up the pieces of an incomplete life.

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