The heat of the sun was oppressive, mirroring the stifling atmosphere in the art fair. Finnigan spotted it immediately – a young man, lounging on a bench, the back of his neck proudly displaying Finnigan’s ‘Crimson Tide’ print.

Finnigan had poured himself completely into that piece, a culmination of all his efforts. He’d felt a surge of triumph, a sense of completion. Now, seeing it reduced to a flashy decoration, made his hands clench.

He walked past the bench, avoiding eye contact, feeling his heart quicken uncomfortably. He wanted to scream. He kept walking, the fair suddenly feeling like a mockery of everything he had tried to achieve.

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