The news landed like a lead weight in Emily’s stomach. A snake. A ball python, apparently. She froze, her hand halfway to her mouth, a half-eaten sandwich dangling precariously. Her eyes widened, fixated on Liam. Her heart hammered against her ribs, a frantic rhythm that echoed the turmoil within.

A wave of heat surged through her, followed by a sudden chill that left her trembling. The familiar comfort of her surroundings – the worn sofa, the soft lighting – felt alien, threatening. She struggled to draw a breath, as if the air had been sucked from the room.

"A… a snake?" she managed, her voice a mere whisper, laced with disbelief. The images flooding her mind—the cold, smooth scales, the unblinking stare—made her want to flee. She felt trapped.

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