Rain lashed against the window, blurring the city lights into angry orange smudges. She hadn't slept properly in days. The absence of Sarah’s advice, her calming presence, felt like a constant dull ache behind her ribs. To simply vanish, leaving her to navigate the treacherous waters of the project alone, felt like a deliberate slight. She clenched her jaw, the muscles in her neck tightening. They’d shared so much, confided in one another. Now, only a hollow echo remained where their bond had once resided.

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