Mark saw Chloe the instant he entered the reception hall. His breath hitched, a silent gasp trapped in his chest. She was talking animatedly with someone he didn't know, her hair pulled back in a style he always loved. She looked radiant.

He stopped, feet rooted to the spot, a sudden weight pressing down on him. The cheerful music, the chatter of the guests, all faded into a dull, indistinguishable hum. He felt as if the air had become incredibly thin, making each breath a laborious effort.

He wanted to turn and run, to pretend he hadn't seen her. But his feet were anchored, and all he could do was stand and watch, paralyzed by the sight of her.

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