He stared at the email, rereading the words, each one hitting him like a punch to the gut. *Your child, John, has been assigned to Mr. Davies' class.* The name slammed into him like a wave. Mr. Davies. The man who’d made him memorize the periodic table.

His hands started to tremble, dropping his phone to the counter. He felt a sudden, inexplicable urge to flee the room, to escape the crushing weight of this realization. It was an uncanny feeling, a feeling of being trapped in a bizarre time loop.

He took a few deep breaths, forcing himself to calm down. He just couldn't believe it.

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