The smell of his cologne, usually a comfort, now made her skin crawl. He'd been so proud, showing her the finished novel. A thinly veiled, cruelly accurate portrayal of their relationship. The protagonist, a woman called Lila, was painted as a difficult, controlling partner.

She stared at the cover, her breath catching in her throat. She’d argued with him about the liberties he took, about the fictional exaggerations. He just smiled and said it was 'artistic license'. The smile was the worst part.

She walked out the door, feeling the world tilting around her. The city's cacophony echoed the turmoil in her mind. She didn’t know where she was going, but she needed to be far away from him. Far away from his version of her.

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