He’d known he was coming home. He’d accepted the fact. But actually *being* home, standing in the doorway, staring at the familiar chaos of his childhood living room… it was a different thing entirely.

The furniture, the pictures on the wall, the scent of his mother's perfume – everything seemed to amplify the silence. She emerged from the kitchen, a tray of cookies in her hand.

He watched her carefully place the cookies on the table. The way her hands moved, the slight tremor in her voice as she welcomed him – it all felt profoundly surreal. He felt the blood drain from his face. How could this be his reality?

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