He stared at the numbers above the door, frozen at the 14th floor. Daniel’s stomach lurched, a cold, hard knot forming in his gut. This couldn't be happening. He’d never been claustrophobic before, but the confines of the stalled elevator suddenly felt suffocating.

His palms were slick with sweat. He peeled them from the cold metal handrail, his fingers trembling. The air felt thick, heavy, difficult to breathe. He ran a hand through his hair, a nervous gesture he hadn't realized he made.

“Anyone there?” a voice called out, but his throat had closed. He couldn't form the words. He leaned against the wall, his knees threatening to buckle. He closed his eyes, his vision swimming. The rhythmic thump of his heart echoed in his ears like a drumbeat, growing louder with each passing second. Three hours. He had to stay calm.

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