Heads of departments were always announcing team meetings, but this email was different. Mark felt a prickly sensation crawl up his back as he saw the subject: “Internal Restructuring – Operations Department Placement.” He wasn’t expecting anything, but this was a surprise to see.

He scanned the words. His eyes grew wide. He felt a dizzying sensation, like the floor had tilted beneath him. He was being moved… to the sales team? His gut twisted. Sales? He was a meticulous analyst. He loved his numbers.

“Oh, *hell* no,” he breathed, his voice barely audible. He slumped back in his chair, feeling the blood drain from his face. This was a nightmare, surely. The very thought of it turned his stomach.

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