The artist's studio felt cold, despite the late afternoon sun. Sarah stood before it, feeling the bile rise in her throat. Mr. Finch, her mentor, had left her a note: "New chapter. Best wishes." No explanation, no opportunity to say goodbye, after nurturing her talent and guiding her vision for years.

The canvas, half-finished, seemed to mock her. Colors, once vibrant and alive, appeared dull and lifeless. Her hands felt clumsy, lacking the deftness they usually held.

She ripped the canvas from the easel and flung it towards the corner of the room. A sob escaped her lips.

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