He felt a wave of nausea, a sudden, inexplicable sickness. The sight of his journal in the hands of his roommate, Alex, was a physical blow. The colors of the room seemed to shift and warp, the walls closing in.

He took a step back, his body trembling. He wanted to scream, to shout, to demand an explanation, but his voice was trapped, a prisoner in his own throat. He felt vulnerable, exposed, stripped bare.

Alex looked up, a look of detached indifference on his face. "Just checking something out," he mumbled, his gaze quickly averting. The casual dismissal only made it worse.

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