The aroma of freshly brewed coffee usually greeted Maya. This morning, however, a profound emptiness took its place. She held the mug, the ceramic warmth offering no solace. The driveway… barren. Her heart rate spiked, a frantic drumbeat against her ribs.

Her gaze flitted to the street, then back to the empty space, over and over. A coldness spread through her, starting at her toes and creeping upwards. Her breath became shallow and rapid. This had to be some kind of mistake. A cruel, elaborate joke.

"Excuse me?" she asked the air, as if a response was possible.

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