The phone dropped from John’s grasp, clattering to the floor. He hadn't meant to eavesdrop, but he'd heard the entire conversation. His supposed "business partner," Richard, was on the phone, begging for a loan. He was speaking as if he were working at the high-end insurance company. The reality: Richard worked as a salesman at a car dealership.

His vision blurred. He felt an overwhelming sense of betrayal, a coldness that seeped into his bones.

He paced the room, unable to sit still. The familiar objects around him felt alien and unfamiliar.

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