The realtor’s saccharine smile felt like a physical blow. He’d painted the Victorian house as a dream, a sanctuary. Now, standing on the newly laid mahogany floor, he, Arthur, felt a tightness in his chest he couldn't seem to loosen. The news – a cold file left on the kitchen counter – had been a gut punch: the charming sunroom, once the site of a brutal murder. He knew, with a certainty that settled in his stomach like lead, that he'd never truly enjoy the light filtering through those stained-glass windows again.

He kicked at a loose floorboard, a small, satisfying sound of destruction. The realtor, still oblivious, rambled on about the market value. Arthur wanted to scream, to shatter something. He turned and slammed the door behind him, the force of it rattling the already fragile plaster. The air outside, usually a balm, felt stale and heavy.

Emotion: bitter

Cluster: Shame / Guilt
PC1 (Valence): -1.78 Negative
PC2 (Disposition): 0.84

Role in Research

This story is one of 1,000 stories generated for the emotion bitter. 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 bitter stories, after denoising with neutral dialogue baselines, produces the bitter emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the bitter vector is projected through the unembedding matrix.

Promoted:
S0.447
striving0.238
😞0.236
aggravated0.225
soport0.223
Suppressed:
own-0.316
de-0.291
la-0.231
🤩-0.227
是非常-0.225