The air crackled with a strange energy, the lawyer's words hanging in the air like a phantom. Mark felt his heart hammering against his ribs, a frantic drumbeat against the silence. His sister, Jessica, let out a strangled gasp, her eyes darting around the room, as if searching for an escape route.

He pictured the creaking floors, the musty smell of old books, the ghosts of memories that lingered in every corner of the house. He felt the blood drain from his face, leaving him cold and empty.

He wanted to ask, "Why us?". But the words wouldn't come. He could only stare at the lawyer, waiting for him to contradict himself, to reveal it was all a mistake.

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