My jaw nearly unhinged. They wanted *me* to train the person who was going to take my job? After all the years I'd poured into this company, after the late nights and the missed weekends? The request hung in the air, heavy and ridiculous. I could barely breathe.

My boss, Mr. Henderson, just beamed at me, completely oblivious to the internal earthquake that was currently happening. "Think of it as a smooth transition, Sarah!" he chirped. Smooth? More like a slow-motion car crash. My hands were clammy, and I felt a hot flush creep up my neck.

I managed a tight smile, the muscles in my face protesting the effort. "Of course, Mr. Henderson. Anything for the team." The words felt like sandpaper in my mouth.

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