The metallic clang of the elevator's failure echoed in Michael's ears, reverberating through his bones. He was normally unflappable, the calm in any storm. But this… this was different. He pressed the emergency button repeatedly, the red light mocking him. No response.

He found himself shaking his head, a gesture of disbelief. He crossed his arms, the gesture feeling inadequate. The small space seemed to shrink, closing in on him. He felt disconnected, detached from reality.

He heard his coworker, Susan, start talking, but her words were like a foreign language. He couldn't process them. He just kept staring at the floor, wanting to sink into it, disappear. He ran his hand through his hair, his fingers tangling in the strands. This was absurd.

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