"Overcooked, under-seasoned, and utterly predictable." The words of the critic seared themselves onto Leo's brain, playing on repeat like a broken record. He glared at the newspaper clipping, crumpled in his clenched fist. The air in the usually bustling kitchen felt thick, stagnant, as the staff seemed to avoid his gaze. His jaw ached from the tension, and a dull throb pulsed behind his eyes.

He barked orders at the line cooks, his voice sharper than usual. They jumped at his words, but Leo barely noticed. He focused on the sizzle of the pan, the precise chop of the vegetables. He wanted to scream, to lash out, but he held it all inside, a coiled spring ready to snap.

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