The banner read, "Local Artist Showcases Stunning Murals!" It was a lie. The murals, painted on a derelict building, were hers, her words, her struggle, her voice. He glared at the bold lettering, a wave of sickness washing over him.

He pictured the smug smile of the building owner, who had promised him nothing more than "exposure." He had been a fool.

He kicked the loose gravel, a physical release for the building resentment. The city, once a canvas, now felt like a cage. He walked away, feeling hollow, like the spaces that used to hold his hope were gone.

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