The flyer slipped from David’s grasp, fluttering to the floor like a dying bird. He bent to pick it up, his movements stiff, mechanical. His breath escaped in a shaky exhale. Condo. He'd never considered this possibility.

He felt the blood drain from his face, leaving him feeling lightheaded. He leaned against the kitchen counter, needing support. He took several deep breaths, trying to steady himself.

David lived in this building with his wife. The place held a lot of memories. The idea of leaving it was unthinkable.

He picked up the phone, a sudden compulsion to call his wife. The dial tone seemed to drone on and on, an unsettling background noise to his unfolding panic.

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