Rain hammered against the windowpane, mirroring the relentless pounding in George’s head. His daughter, Chloe, was upstairs. He knew she was in there, the telltale glow of the phone seeping under the door crack. He’d found the account hours ago, a cascade of carefully constructed lies masked as art.

He swirled the remaining whiskey in his glass, the amber liquid a warm comfort against the coldness creeping through him. He imagined her up there, laughing with her friends, sharing stories he was excluded from. They were probably talking about him, dissecting his every flaw.

He imagined confronting her, but the thought brought forth an image of him yelling, of her retreating behind a defensive wall. A wall she had been carefully constructing for a while now. He took another swallow, the burn a familiar companion. He would wait. He would let the rain fall. He would let the storm inside him calm. Maybe.

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