The news made his stomach flip. “Angela Moore has sent you a friend request.” He ran a hand through his hair, his pulse quickening. Angela, the girl who, in high school, had gone to great lengths to humiliate him. He hadn't thought about her in years.

He leaned back in his chair, his mind racing. He felt a strange mixture of emotions: disbelief, annoyance, and a curious, almost morbid, interest. He felt a wave of dizziness wash over him.

He stared at the screen, considering his options. He finally tapped on her profile. She had a new profile picture. Her smile looked kind. He closed the app, the decision a mystery to himself.

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