The silence that followed the elevator’s abrupt halt was deafening. Jennifer couldn't believe it. This was happening. With Michael, the office gossip? Her stomach flipped. She hated this.

She watched him, his usual cocky demeanor replaced with a hesitant frown. He was running a hand through his hair, which she knew he was very particular about. She had the fleeting, unbidden thought that maybe he was… vulnerable?

Her own breath hitched. She should probably say something, but the words felt stuck in her throat. She gripped the strap of her bag, her knuckles turning white. She kept her gaze fixed on the emergency phone, as if the device held the solution to their predicament.

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