A chill ran down Michael's spine. The announcement hung in the air, a verbal grenade. He had based his entire thesis on Professor Silva's groundbreaking work. He felt a sudden, urgent need to escape, to get away from the sterile environment of the office and the shattering news.

He stared at the prof's face, searching for a sign, a hint that this was all a mistake, that the words he just heard were not true. But the professor's expression was calm, resolute.

Michael swallowed hard. He felt a surge of panic, his mind scrambling to process this unforeseen development. He gripped the arms of the chair so hard his 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