He watched her, a slow burn starting in his chest. Sarah, recounting the day they'd found the stray kitten, painted a scene of shared joy and tenderheartedness. She remembered the warmth of the sun, the soft fur of the kitten, and the way they'd bonded over their shared affection for the tiny creature. It was a Hallmark movie.

He remembered the incessant meowing, the constant demands for attention, and Sarah's utter lack of willingness to share the responsibility. He recalled being the one who cleaned up the messes, the one who stayed up all night when the kitten was sick. She, apparently, had forgotten. He knew he'd been completely alone in the work.

Sarah was now petting her current cat, making cooing noises. He walked to the window, unable to bear the sight any longer, and stared out at the gray sky.

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