"Seriously?" Mark gasped, his voice cracking. He saw the familiar avatar on the poster plastered across the bus stop: “StarryEyedSoul”. He had spent every day for the last six months talking to her. And the face on the poster was the spitting image of the girl who had been so comforting when he was going through his divorce.

He felt his stomach lurch. The air felt thin. He had to sit down. He scanned the crowded bus stop, his gaze darting about. There she was, headphones on, humming to herself, waiting for the same bus.

He stumbled backwards, bumping into a trash can. All the details he’d imagined about her, all the fantasies, all the late-night confessions… it was real. He felt as if the world was tilting on its axis.

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