The receptionist's smile felt forced, the air thick with unspoken tension. He picked up a magazine, but the words blurred before his eyes. The name on the door was etched into his memory: "Dr. Eleanor Vance, Psy.D." He felt a strange tingling in his hands. *Eleanor Vance*. The girl who used to write humiliating things about him in her diary, then make sure he knew about it.

He sat frozen, his chest constricting.

A voice, surprisingly kind, called out, “Jason? Come on in. I’m ready for you.” He stood slowly, his legs feeling like jelly.

Eleanor was behind a large desk. She looked at him with an unnerving combination of seriousness and warmth. He felt a weird, unsettling shift, a sense of disorientation.

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