The elevator felt like a tomb. It wasn't the darkness, it was the isolation. The thought of spending hours confined with John made Marie's stomach churn. She couldn't believe this was happening, with *him*.

John, who usually exuded an aura of casual superiority, seemed just as unnerved as she felt. She found herself watching him closely, cataloging every fidget, every nervous glance. He was usually so composed.

She ran a hand through her hair, a gesture born more of nerves than of any practical purpose. She felt a growing sense of dread, a feeling that this experience would be etched in her memory forever. She just wanted to be anywhere else.

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