Sarah slammed the door of her car, the force of it rattling the windows. The humid air of the late summer night felt thick, suffocating. She saw the lights of the school gymnasium, illuminating the scene of her perceived betrayal. The other girls, the ones who had made the team, were probably practicing. She'd put in the hours, she'd practiced every shot. She’d sacrificed everything. She knew, she *knew*, she was better than half of them. The injustice of it burned, a slow poison. She peeled out of the parking lot, tires spitting gravel, heading nowhere in particular, just away.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210