John sat frozen, staring at the email on his screen. The words swam before his eyes. He read the offer, the salary, the start date. And then, at the bottom, he saw it. *...and welcome, Michael…*

He leaned back, his chair creaking under his weight. He replayed the interview in his mind, trying to understand how this was possible. They were both offered the same job? His mouth went dry.

He felt a sudden urge to laugh, but he suppressed it. He felt the need to get up and move, to pace, to do something to release the tension that had seized him. He didn’t know how to react. He wanted to understand, and the situation seemed utterly unfathomable.

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