The news hit Emily like a physical blow. She stood rooted to the spot, the letter clutched in her hand, her knuckles white. She felt a tingling sensation in her limbs, as if her body were preparing for a fight. Or maybe flight.

She paced the small space, the wooden floorboards groaning under her weight. The walls seemed to be closing in, trapping her in a gilded cage. Every object in the room, from the chipped coffee table to the threadbare rug, felt like a judgment.

She stopped in front of the mirror, her breath catching in her throat. Her face was ashen, her eyes wide and haunted. She reached up and touched her cheek, as if to reassure herself that she was still here, still real. The world was tilting, and she had nothing to hold onto.

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