Ms. Evans sat in her cluttered office, surrounded by stacks of papers and the remnants of a lukewarm cup of coffee. The fluorescent lights hummed, amplifying the exhaustion that seemed to permeate every fiber of her being.

A small, velvet box arrived. The card, penned in elegant cursive, was from a former student, now a renowned architect. Inside the box, a gold watch.

Ms. Evans stared at the watch, its gleaming surface reflecting her own weary face. The symbol of success, of time well spent. The watch was a beautiful object, a testament to success she had not achieved. She shut the box with a decisive click, the sound sharp and final in the silent room.

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