A notification popped up, the blue glow momentarily freezing Amelia’s hand as it reached for her coffee. The name – Mark Henderson – slammed her back in time. She remembered the skinned knees, the stolen lunches, the whispered insults that had echoed in the hollows of her childhood. Years had passed, but the sting of it was still sharp. She huffed, the breath catching in her throat as she stared at the request.

Her thumb hovered over the ‘ignore’ button. It was tempting, a clean break. But curiosity, that persistent itch, got the better of her. She clicked on his profile.

He was a successful-looking man, judging by the photos. Smiling with a wife, children. A life that seemed to have smoothed over the rough edges. A flicker of something unpleasant rose within her.

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