The room seemed to tilt slightly. "Michael Davies wants to be your friend," the screen illuminated. Ben felt the muscles in his face contract, forming a grimace he didn't intend. Michael. The kid who'd broken his arm in a playground fight, the one who'd never apologized.

Ben leaned back in his chair, trying to steady his breathing. He felt a strange tingling sensation in his fingertips. He felt the need to get up and pace the room, and he did.

He glanced at the request again, then at the photo of a stern-faced Michael, now a man. Ben decided to tap the "Ignore" button, his finger hovering for a moment before committing to the act.

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