"Just go home, kid." That's all Coach Riley had said. No explanation, no pep talk, just a dismissal. Michael walked out of the gymnasium, the echoing squeak of sneakers on the polished floor his soundtrack of failure. He shoved his hands deep into his pockets, the gesture failing to combat the sudden chill that had gripped him.

The streetlights flickered to life as he walked, each one illuminating the empty park and the quiet benches that had, just hours ago, been the setting for his ambitions. The weight of his duffel bag felt heavier with every step, the simple weight a physical manifestation of the blow he had just received. He wanted to throw it, to let the world feel the hurt that he couldn't put into words.

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