The pawn shop was dim, dusty, and smelled of something indefinable and unpleasant. Alex stood in the doorway, hesitating. He didn’t want to be here. The ring, his grandmother’s engagement ring, should not be here, a piece of jewelry amongst a collection of forgotten objects.

He felt a familiar ache in his chest, a combination of sadness and something else, something harder, something he wouldn't admit to himself. The pawn shop's fluorescent lights seemed to highlight the injustice of it all.

He walked over to the display case, his footsteps echoing in the silence. "How much for the ring?" he asked the shop owner, the words catching in his throat. The price was too high, even though it wasn't. He should have been able to prevent this.

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