The vibrant, digital art exhibition displayed his artwork, but under the name of “Julian Finch.” Liam, the true creator, felt a knot form in his stomach. He was no longer himself. The art world celebrated another, at his expense.

He watched the crowds gush over the art. He knew the art. He made it, line by line. Now, it was someone else's. He watched, unable to move, a captive in his own art show.

He wanted to scream, to lash out, to rip the canvas to shreds. The vibrant colors of his art now seemed to mock him, a painful reminder of his stolen success. He fled, his throat a desert, the exhibition’s cheerful music grating on his ears.

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