The locker room smelled of stale sweat and regret. Sunlight, fractured by the dirty windows, barely reached the far corner where Marcus sat, head in his hands. Coach Thompson's words echoed in his ears, a relentless drumbeat: *“Not enough talent… Doesn’t fit our system…”* He clenched his jaw, the muscles in his neck bunching. He’d poured everything into this – every practice, every drill, every agonizing sprint. Now, a crumpled jersey and a broken dream were all he had left.

He watched the other players celebrating, their laughter grating on his ears like nails on a chalkboard. They hadn’t even noticed his absence yet. He imagined them talking later, *“Too bad for Marcus, but…”* He pulled at the loose threads on his discarded uniform, the fabric offering no comfort, only the rough reminder of what he had lost.

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