He stalked through the house, his jaw clenched, kicking at a stray toy. His wife had been so excited. "Our forever home," she'd gushed. Forever. Now it was forever tainted. He should have listened to his gut, to the small voice of caution that had whispered in his ear. The previous owner, a man with a suspiciously vague history, had been eager to sell. He should have seen the red flags. Now, he felt trapped, his investment a constant reminder of his poor judgment. He glared at the newly painted walls, hating the cheerful colors, the forced optimism.

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