The abrupt stop sent a jolt of alarm through Karen. She blinked, the sudden darkness making her head spin. She reached out to touch the cold metal of the elevator wall, as if to ground herself. Next to her, Bob was nervously tapping his foot.

She felt a deep disquiet spreading through her. A feeling of unreality flooded her senses. The world seemed to tilt. She felt utterly isolated, trapped in this metal box.

She felt her stomach churn. Her hands were clammy. She found herself staring at the floor, willing the world to make sense. She needed air, to escape. She found herself whispering a desperate prayer.

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