"Have a good day," the cashier chirped, handing him the change. John just stared, the small talk from the cashier, a stranger, rubbing him the wrong way.

He’d asked. He’d actually asked, “Do you remember me?” And the man, the very same boy who used to share his candy and listen to his problems? Nothing. A vacant stare. A polite, “Sorry, I don’t think so.”

John tossed the change onto the counter, a little harder than necessary. The sudden chill he felt was a contrast to the sunlight pouring through the shop windows. He left without another word.

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