The phone call came out of the blue. A cheery voice, a name from the past, a request for a quick chat. And then… the bomb. “Southwood High School – 40th Reunion! And we’d love to see you there!” Her breath caught in her throat. Forty years. She’d always thought she’d remain frozen in time, eternally young.

She mumbled a polite response, her hand clenching the receiver so hard her knuckles turned white. When she finally hung up, she felt unsteady, like she'd just survived a near-miss collision.

She paced the length of her living room, her mind racing. Forty years. The enormity of it threatened to overwhelm her. She needed a stiff drink.

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