He cleared his throat, a nervous tic I’d never noticed before. Across the crowded coffee shop, I watched as the color drained from his face. He'd just finished presenting his research paper, and I’d just presented mine. We were both vying for the same grant, working on the same rare lichen species, the same complex chemical compounds. The data sets, the graphs, the conclusions… everything matched. Perfectly.

He ran a hand through his already dishevelled hair. He was staring at the printout I had slid across the table. His lips were moving, but no sound was coming out. I could almost hear the thoughts racing inside his head. Panic. Doubt. The very air seemed to crackle with unspoken disbelief.

He opened his mouth, then closed it again, as if searching for words that wouldn't betray the situation. "But… how?" he finally choked out, his voice thick with a mixture of disbelief and bewilderment.

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