A chill ran down his spine. He felt a deep, instinctive unease, a primal warning signal firing in his brain. Seeing his journal in David's hands was like being punched in the gut. He stood frozen by the doorway, his muscles locked, his world suddenly off-kilter.

His heart hammered against his ribs, a frantic rhythm accompanying the mounting feeling. He wanted to scream, but the words were trapped, lost somewhere in the turmoil that had overtaken him. Instead, he just stared, the world around him blurring at the edges.

David, seemingly oblivious to the gravity of the moment, looked up. "Hey, man. Found this lying around. Figured it was yours." He offered the journal with a careless gesture. The audacity of the gesture made him want to rip it from his grasp.

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