The paint was peeling, the wallpaper stained, the entire house seemed to sigh with age. Sarah ran her hand along the dusty wall, a sigh escaping her lips. It was her husband, Ben, who always wanted a "fixer-upper". Now, he was at his office. She was alone with the mess. She found a small, almost invisible seam in the wall of the guest room. She pressed, and a section popped open, revealing a hidden passage.

A wave of heat surged through her. A hidden passage! What was the point? More work. More cleaning. More of her time wasted on this decaying house. Her teeth clenched.

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