The restaurant was empty. A single table, occupied by a couple, was the only sign of life, and she hoped they didn't even notice her. The review, a scarlet letter in her mind, had decimated the reservations. She'd spent months perfecting the menu, curating the ambiance, but now, it all felt like a colossal failure. Her stomach churned.

She found herself in the wine cellar, the cool air doing little to soothe the heat that flushed her cheeks. She ran her hand along the dusty bottles, the silence amplifying the echo of the critic's verdict. She wanted to shatter something, anything, just to break the suffocating silence, but she didn't dare.

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