The flickering candlelight cast long shadows across the antique table. “It was the best night of my life!” Ben exclaimed, his voice booming with laughter. Opposite him, Sam sat stiffly, his jaw clenched. They were discussing their college graduation, and Ben was reminiscing.

Ben recalled the parties, the speeches, the overwhelming joy of the day. Sam just saw a blur of missed opportunities. He had suggested they go to a certain graduate program, but Ben had been dismissive. He was the one who had stopped them from going. Now, Ben acted as if it was all great.

“Do you remember what happened with that girl, Emily?” Ben asked, nudging Sam with his elbow.

Sam’s grip tightened on his wine glass. He nodded curtly, focusing on the swirling red liquid. He wondered if Ben even remembered that Emily was supposed to be *his* date for that night.

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