The locker room, once a source of camaraderie and shared triumphs, felt desolate. Coach Miller’s locker was cleaned out. There was only a handwritten note, taped to the inside door: “Time to hang up my whistle. All the best.” Ethan felt a familiar tremor in his hands.

He'd spent his whole life training, striving to meet Miller's expectations. He couldn't shake the picture of the coach's face from his mind; the man was gone without a word.

Ethan threw his duffel bag to the floor, the contents spilling out. He didn’t bother to pick anything up. He had no more reason to stay.

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