The notification buzzed on his phone, a tiny digital jab in the ribs. He knew, before he even opened it, what it would say. A hollow feeling spread through him as he read the words, the polite formality of the rejection dripping with a coldness he couldn't ignore. He tossed the phone on his bed.

He stared at the ceiling, trying to breathe, but his chest felt constricted. His future, which had seemed so carefully constructed, was crumbling. He ran a hand through his hair, the gesture almost violent. He’d poured his heart into that application, into those essays, and for what?

He felt a deep sense of betrayal. The world seemed less welcoming, less bright. The air was heavier. The silence of the room was a deafening weight.

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