The old house felt hollow, the silence amplified by the lingering scent of his cologne. She found the list in his desk drawer, a carefully folded piece of paper. "Sail around the world." He'd always dismissed her dreams of traveling. He’d always said it was impractical, too expensive. The irony was so thick, she could barely breathe.

She sank into his desk chair, the leather cold against her skin. A bitter taste coated her tongue, a feeling that had been brewing for months, years, it seemed.

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