The walk to his car was a blur. Alex remembered the sting in his eyes that he had been fighting to hold back. Coach Miller’s words replayed in his head, a broken record, *“Difficult decision… Tough competition…”* He knew it was over, but it was just hard to accept. All the things he had sacrificed, the social life he had given up, the grades he had needed to maintain…

He fumbled with his keys, the metal cold against his trembling fingers. The other players, celebrating their victory, seemed so carefree and lighthearted, oblivious to the fact that his dream had just been crushed under their triumphant celebration.

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