"Oh, it's off, is it?" Amelia said, her voice a tight wire. She hung up the phone, the receiver slamming against the cradle. Her carefully constructed facade of cheerfulness crumbled. She stalked into the kitchen, grabbing the bottle of champagne she'd been saving for the occasion. Not to celebrate; to drown in. She popped the cork with unnecessary force, the sound a small, defiant explosion. The bubbles, once symbols of joy, now felt like mocking reminders of what wouldn't be.

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