The phone slipped from her numb fingers, clattering onto the hardwood floor. Sarah’s words, a casual mention of a new life in Miami, echoed in her head, a cruel and persistent hum. She stared blankly at the ceiling, the floral pattern blurring into meaningless shapes. She felt a profound emptiness, a void opening up in the center of her chest.

Her entire body felt heavy, as if gravity had suddenly intensified. She couldn’t seem to move.

Miami. She rolled over, burying her face in the pillow, trying to muffle the unwelcome sensation that was clawing at her insides.

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