"He's always there for her, you know?" Helen's sister said, gesturing at the drawing of a bizarre creature with three eyes. "Makes her feel safe." Helen felt a sudden, sharp pang of something she couldn't name. The creature bore an uncanny resemblance to "Whisper," the friend who had vanished when Helen had to move schools.

Helen excused herself and walked into the garden. The sunlight felt wrong. The air was thick with the scent of blossoming jasmine, a fragrance she usually adored, now felt nauseating.

She lit a cigarette, the smoke curling up into the sky. She hadn’t had one of those in months.

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