The kitchen was spotless, too spotless. Every surface gleamed, a sterile environment reflecting his discontent. He hadn't cooked in days. The vibrant chaos, the controlled pandemonium of the rush, was now a distant memory. He felt a sense of paralysis, an inability to move forward, a constant, gnawing dissatisfaction.

He pulled out the critic’s review and tore it into small pieces, but the words were still there, etched in his mind, ready to haunt him. He threw the pieces in the trash, but he knew they would stay.

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