The stench of cigarettes and despair clung to the walls of the pawn shop like a shroud. Emily, bored and restless, had wandered in. She hadn't anticipated this. Her jaw dropped. Her hand flew up to her mouth. It was the ring. The ring her grandfather had given her grandmother, Margaret, the one she’d always said was her true love.

Her eyes stung. She blinked rapidly, trying to clear her vision. The room swayed slightly. A wave of nausea washed over her. She knew, with a certainty that settled deep in her bones, that this couldn’t be right.

“Something you like?” The shopkeeper’s voice grated on her ears. She forced herself to speak, her voice thin and reedy.

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