He caught the glint of the new, chrome-plated security cameras in the entryway. They watched him. They recorded him. He felt like an animal in a zoo. He scowled at the lens, his expression a defiant challenge.

He stopped taking pride in his appearance. He stopped shaving. He stopped bothering to dress up. Why bother? He was being evicted in all but name. There was nothing he could do.

He began listening to angry music, the kind that vibrated through the floorboards, that shook the walls. He needed an outlet, a way to channel the rising tide of feelings. He played it loud, the bass a relentless drumbeat against the impending changes.

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