The cardboard box sat on the doorstep, unassuming save for the bold, handwritten address. “Mr. Silas Blackwood,” it declared, with a flourish of ink that didn't belong on *her* house. She’d only moved in a week ago. Her fingers, suddenly clumsy, fumbled with her keys. Inside, a heavy book thudded onto the entryway floor, its cover embossed with a serpentine design. She breathed in quick, shallow gasps, her throat constricting.

A chill crawled up her spine, even though the late afternoon sun warmed the porch. She peered around the street. Where had it come from? The delivery driver must have made a mistake. A coldness settled in her stomach.

She backed away from the package, as if it might spring open and bite. Her hand flew up to cover her mouth. Blackwood. The name felt like a curse.

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