He hadn't felt this disoriented since he was a child, lost in a crowded mall. The coach’s words became a repetitive echo in his head, each syllable a blow. He'd dedicated his life to this, sacrificed everything. He glanced at his reflection in the gymnasium window: a sweaty, disheveled version of the athlete he thought he was. He ran a hand over his face, feeling the prickle of stubble he had been too preoccupied to shave. His shoulders slumped, the weight of the rejection pressing down on him, turning his legs to lead.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. 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 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255