The abrupt halt of the elevator sent a tremor through his system. Michael stared at the ceiling, his jaw slack. He, a man known for his unflappable calm, found himself… unnerved. He was trapped with Jessica. This was going to be an experience.

He had a presentation in an hour. Now, that was completely out of the question. He closed his eyes briefly, then opened them. He glanced at Jessica, who was trying to stifle a cough. He wondered if she was as affected by this as he was.

He cleared his throat. The silence was deafening. He felt a sudden, irrational need to get out. He reached for his phone, remembering it was useless in this situation. He sighed. This was not how he wanted to spend his afternoon.

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