The afternoon sun cast long shadows across the kitchen floor. She stood at the counter, meticulously chopping vegetables, the rhythmic thud of the knife a percussive beat to her turmoil. She had found his list tucked inside a cookbook, a handwritten scrawl listing various culinary adventures. "Master the art of paella." She’d spent years perfecting her own. He had never complimented her cooking.

She dropped the knife with a clatter. It had been years of shared meals and silent discontent. The feeling rose in her throat, a choked sob fighting its way out.

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