He stared at the words, unable to believe what he was seeing. Both him and Liam? Liam, who had only been with the company for a year? He thought his head was going to explode.

He slumped back in his chair, his mind racing. He felt the blood drain from his face, leaving him cold and clammy. His mouth was dry, his tongue sticking to the roof of his mouth. The world seemed to shrink around him.

He pushed his chair away from the desk and stumbled out of his office, not bothering to lock the door. The familiar hallway felt alien, the voices of his colleagues a distant, muffled echo.

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