The news felt like a physical blow. He staggered back, the chair scraping against the floor. Jason, usually composed and articulate, was speechless. The email, accusing him of copying from a website, lay open on his laptop screen, the words mocking him.

His heart hammered against his ribs, a frantic, irregular rhythm. He felt a sudden, overwhelming urge to flee, to escape the confines of his dorm room and the suffocating weight of the accusation. The air felt thin, difficult to breathe. He ran a hand through his hair, the action frantic, desperate.

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