“It’ll improve property values,” the realtor had said, her voice dripping with sugar and lies. He’d seen the plans, the sleek, modern design, a cold, impersonal barrier that would swallow up his small garden, his sanctuary.

He'd loved the way his back yard felt like an escape. He could sit out there for hours, without encountering anyone. Now, it was just a piece of property, a financial asset.

He found himself sitting on his porch, watching the men work. A knot formed in his stomach. He lit a cigarette, the smoke bitter on his tongue. He had to breathe in heavily, but it did nothing to ease the tightness in his chest.

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