The phone call came just as Michael was about to leave for the day. He answered it, expecting a reminder about his dentist appointment. Instead, his boss’s voice, unusually somber, delivered the news.

He stood frozen in place, the office lights seeming to flicker. His hand tightened on the phone, his knuckles turning white. The words his boss spoke seemed to echo in his ears. He blinked rapidly, trying to clear his head.

He mumbled a hurried "Thank you" and hung up, staring at the receiver as if it were a venomous snake. His legs felt weak, and he slumped against the wall. A low, involuntary groan escaped his lips.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. 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 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219