She'd been tracing her family tree online, a hobby she’d enjoyed for years. Then, it appeared – a branch, a name, a child she’d never known about. Her fingers froze on the mouse. Her heart began to pound against her ribs, a frantic rhythm. She leaned closer to the screen, squinting at the details. Her mother, always a figure of mystery, had carried a secret. The familiar comfort of her computer room dissolved, replaced by a disorienting sensation of being adrift. The air in the room felt suddenly thin, as if she were at a great height.

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