The photograph of the restaurant, propped up on her desk, suddenly seemed mocking. It was a picture of the entrance to the Cozy Corner. The sun was shining. Smiling faces filled the tables. The smell of freshly baked bread wafted from the doors.

Sarah’s fingers tightened on the edge of the photograph. She should have gone more often. She should have brought her family more. Now, she felt a profound sense of… injustice.

She pushed her chair back from her desk and paced the small office. The clock on the wall seemed to be ticking tauntingly slow.

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