The doctor's calm demeanor grated on her raw nerves. The diagnosis she had been grappling with for weeks was a fabrication. She stared at the man, the office, and then at the floor, struggling to anchor herself.

Her mind raced, trying to make sense of the chaos. She felt a lightness, a sense of relief, but also a profound disorientation. The fear that had consumed her had vanished, replaced by an unfamiliar and unsettling void.

A strange giggle escaped her lips. She covered her mouth with her hand, embarrassed. "So...I’m not…?" she asked, her voice wavering. She couldn’t finish the sentence, overwhelmed by the enormity of the situation.

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