The band started playing a slow song, and the dance floor began to fill. Chloe was laughing with her friend when she saw him. He was standing near the bar, looking as handsome as ever, although it was the first time she had seen him in public since their breakup. It was David. She felt a sharp pang in her chest.

A peculiar sensation prickled at the back of her neck. She had the sudden, desperate urge to flee the room, to escape the suffocating weight of the past. Her smile felt fixed and artificial. She made a hurried excuse to her friend and headed for the restroom, seeking refuge.

She needed to compose herself, to hide her internal disarray.

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