He saw her across the crowded campus quad, a flash of red hair in the sea of students. He walked towards her, his heart hammering against his ribs, hope singing in his veins. He had searched for her for so many years. "Chloe!" he called out, his voice a little too loud.

She turned, a polite smile on her face. Her eyes, which he remembered so vividly, met his. “Do I know you?” she asked, her voice even.

He opened his mouth to reply, a carefully rehearsed greeting poised on his tongue. But the words died in his throat. He felt the blood drain from his face. The joy he'd felt moments before evaporated, replaced by a cold, numbing dread. "We… we went to the same elementary school. You were my best friend, remember?" he asked, his voice cracking.

She stared at him, her expression unchanging, then shook her head. "Sorry, no. Wrong person." He felt the ground shift beneath him.

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