The detective's words echoed in his ears – “Unsolved. Cold case.” Daniel could still feel the tremor in his hands. He'd poured his life savings into this fixer-upper, believing in the promise of a fresh start. Now, a cold dread clawed at him. The master bedroom, the supposedly 'romantic' space, had been the victim's last resting place.

He slammed his fist against the newly installed wall. He found himself picking at the drywall, gouging at the fresh paint. He wanted to undo it all, to return the house to its previous owner, to anyone but him. His dreams, like the case, were now cold and devoid of any warmth.

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