"You have to deal with the past," her therapist had said. But this...this was too much. The letter was tucked inside an old piano bench, a formal notice of departure. Her grandmother. The woman had always claimed she’d been pushed out of the orchestra, a victim of sexism. But the letter was a departure, a choice, not a dismissal.

Isabella felt a tremor run through her. The comfortable narratives she'd grown up with started to shatter. Her grandmother's anger, her constant complaints, her sadness, all felt different, and newly suspect. She closed the bench, feeling a surge of something she couldn't name. Her heart pounded in her 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