"So, you're just going to *abandon* us?" The words hung in the air, heavy with unspoken accusations. She’d tried to sound casual, but her voice cracked. Her daughter, glowing with newfound conviction, had announced her conversion to Judaism. The dining room, usually a haven of warmth and laughter, felt cold, empty. She stared at the half-eaten plate in front of her, the food suddenly tasteless. The clinking of glasses, the murmur of conversation, were a mocking symphony of her daughter's happiness. Every positive word used by her daughter was a pinprick, a wound.

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