He hadn't thought about the house in years. Until the notification. The listing, the photos, the bright, airy rooms… It was all a lie. He clenched his fists, the tightness in his chest intensifying. He felt a strange sort of fury, a burning need to claw.

He studied each picture with meticulous attention, a grim satisfaction in noticing every detail. The new wallpaper. The remodeled kitchen. They'd even replaced the old oak tree in the front yard. It was as if they wanted to obliterate his past.

He closed the listing, but the images remained, burned into his memory. He stood there, lost in the echoing silence of his apartment, the only sound the frantic beating of his own heart. He wanted to go there, to see it, to… reclaim something.

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