The chair squeaked loudly as Daniel lurched forward. He had been so sure. So absolutely certain. Professor Ito was the best in the field. He had secured him the perfect grant. He was *the* advisor. And now… gone?

Daniel’s face flushed crimson. A ringing filled his ears, drowning out the professor’s explanation. He felt a desperate urge to flee, to escape the confines of the office, to run and run until he could outrun this news.

He struggled to form a coherent response, only managing a stammered, "But... but what about my… my research?"

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