The official email had arrived, and Alex felt the blood drain from his face. The scholarship was not his. The future he'd meticulously planned, seemed to vanish. He felt a churning sensation in his stomach.

He avoided his family. He could not face their questions. He locked himself in his room and lay on the bed. He felt the impulse to break something.

He sat for hours, staring out the window, watching the world go by. The cars seemed to move too fast. The laughter of children was piercing. He didn't want anything.

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