The familiar chime of the text message notification broke the silence of the evening. Michael glanced at his phone, expecting a message from a friend. Instead, it was from Anya. He clicked on the message, the words shimmering on the screen.

“I miss you. Te quiero mucho.” He stared at the screen, his mind struggling to process the information. He'd been learning Spanish, and he had never revealed the fact to her. He was suddenly conscious of the blood rushing in his ears. He reread the message, then looked around the empty apartment. The world seemed to shift on its axis.

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