The realtor’s words hung in the air, thick and heavy. “Right here in the master bedroom, officers found…” Her voice trailed off, but the unspoken words – *a body* – resonated in Amelia’s chest. A chill, unrelated to the air conditioning, snaked down her spine. Amelia glanced around the room, the pale blue walls suddenly feeling less serene. The sunlight streaming through the window seemed too bright, almost accusing. "I didn't realize," she stammered, her voice thin. She ran a hand through her hair, the movement jerky and disoriented. The room had felt like home a moment ago; now, it felt like a stage.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. 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 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219