The relentless Florida sun bore down, amplifying the heat and the resentment. Jennifer scanned the offerings, each object a symbol of another person's discarded dreams. The brightly colored plastic toys, the chipped china, the old clothes – all of it seemed to jeer at her. And then, there. Bartholomew. His fur was faded, one arm dangling precariously.

The woman running the table looked at her, the smile on her face too wide, too bright. "He's seen some things, that fella!" she chirped. The woman’s voice grated.

“How much?” Jennifer asked, her tone flat. She paid the requested price and immediately shoved him into the trunk of her car. He would be forgotten, just like she felt.

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