The scent of chlorine hung in the air as they stood by the pool. "Remember when we almost drowned here?" Chris asked, chuckling. He was laughing about a situation that felt very different for Alex.

Alex remembered the fear, the struggle, the terror of that day. Chris had been the one who had got them into trouble, but in his memory, it was all a joke. Alex’s arms were folded tightly.

“Yeah,” Alex said, his voice flat. “Good times.” The memory of the incident was vivid, and it was hard for him to believe that Chris could see it so casually.

Chris splashed in the water. "We really should do this again soon," he said with a grin.

Alex turned and walked away, the sound of the laughter suddenly unbearable.

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