"Oh, a fence, how *wonderful*!" The saccharine sweetness of Mrs. Gable’s voice grated on Evelyn’s nerves. Evelyn tightened her jaw, forcing a smile onto her face. The woman had always been overly enthusiastic, especially when it came to other people’s projects.

Evelyn walked away, the chirping in her ear. She was tired of the constant "improvements" that always somehow inconvenienced her. The rose bushes she’d been carefully cultivating along their shared border would never see the sun again.

She found herself gripping the edge of her kitchen counter, her knuckles white. She had been meaning to paint the trim this weekend, but now, the whole yard felt tainted. Why couldn't they just let things be?

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