The realtor’s saccharine smile felt like a physical blow. “Such a charming house,” she’d chirped, just that morning. Charm. It was all a lie, a carefully constructed facade. He’d signed the papers, sunk his life savings into the place, and now… now it was all tainted. He’d discovered, buried deep in the county archives, that this quaint Victorian had been the site of a brutal murder. A woman, stabbed in the parlor. He slammed the hammer against the wall, the force echoing his own frustration. He should have known. Nothing good ever came easy.

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