Mark stared at the request, the blood draining from his face. His mouth went dry. "Jessica Thompson," the notification read. He remembered the precise spot in the school hallway where she’d tripped him, the sting of the gravel on his scraped knees. He remembered the laughter.

He sat there frozen, the phone a cold weight in his palm. His palms began to sweat, and a knot formed in his stomach. He felt a sudden, inexplicable urge to throw the phone across the room, smash it against the wall.

He forced himself to take a deep breath, telling himself it was just a notification. Just a friend request. But the memories, the old pain, surged back with the force of a tidal wave. He finally tapped the "Ignore" button, his hand trembling slightly.

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