The room spun. I felt a cold sweat break out across my forehead. The email. The subject line: "Identical Proposals." I’d been so proud of my proposal, the hours, the research, the meticulous planning. Now, staring at the screen, reading his proposal, I saw… my proposal. Word for word. Diagram for diagram.

I leaned back in my chair, my breath hitching in my throat. My fingers were numb. His name, "David Miller," stared back at me from the top of the document. I knew David. He was in the same department. We’d even grabbed coffee a few times, casually discussing our projects. Did he know? Had he known the whole time?

I felt a surge of… something. Anger? Confusion? Betrayal? It was a dizzying mix, a whirlpool of emotions I couldn't quite name. I gripped the arms of my chair until my knuckles turned white.

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