The sterile smell of the office nearly choked her. The framed diplomas, the carefully arranged bookshelves – all indicators of a life of professionalism and control. *Daniel Harding, PhD, Counseling Psychologist.* Claire’s breath caught in her throat. Daniel Harding? The boy who used to pull her pigtails, the one who delighted in calling her names?

She felt a strange disconnect. Her body felt heavy, rooted to the spot. Her gaze moved around the waiting room, trying to make sense of her surroundings. A small potted plant sat on a side table.

He walked out, extending a hand in greeting. “Claire? Come on in. I’ve been expecting you.” He was taller than she remembered, but there was no mistaking the gleam in his eyes, the subtle smirk she'd seen so many times before.

“Daniel?” she asked, the question barely audible. He’d never even *tried* to be nice to her before.

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