The digital clock on the bedside table glared at Maya: 3:17 AM. Sleep had become a distant memory. She’d found the phone under Alex's pillow. A string of calls, late at night, a name she didn't know. The phone vibrated. Alex stirred.

Her breath hitched in her throat. She closed the browser, the images blurring into an unintelligible mess. Alex sat up, blinking sleep from his eyes. He reached for his phone. His face, usually open and honest, was now guarded. Maya felt the blood drain from her face.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219