He stared at the brittle newspaper clipping, the headline screaming at him. “Local Man Found Dead in Home.” His jaw dropped, a dull ache throbbing in his skull. The house, his sanctuary, was the "home" in question? He felt the blood drain from his face.

He reread the details. The master bedroom. His master bedroom. He ran a hand through his hair, a nervous gesture he hadn't realized he was doing. The room, which had seemed so inviting, now felt suffocating. He backed away slowly, as if the walls themselves might reach out and grab him.

"This can't be real," he mumbled.

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