He’d driven to the diner, expecting to find Mrs. Petrov, his chess coach, ready for their weekly match. Instead, the booth was empty. The waitress said she’d heard Mrs. Petrov was gone. No note, no message, nothing. A simmering anger began to bubble up inside him.

The coffee tasted like ash. He stared out the window, watching the rain streak down the glass, mirroring the confusion in his mind. He’d always believed in the power of their battles, the lessons.

He slammed his fist on the table, startling the other diners. The waitress rushed over, but he just shook his head and stormed out.

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