He stared at the blinking call button, a tremor running through his frame. This wasn't happening, was it? He, David, stuck in an elevator with Brenda from accounting? He'd always considered her a bit… well, bland. Now, here they were, the metallic confines magnifying every uncomfortable silence, every awkward shuffle.

“Well,” Brenda chirped, her voice a little too high, “this is… unexpected, isn’t it?” David just nodded, his throat suddenly tight. He ran a hand through his hair, a gesture he hoped didn't betray the rapid fire of thoughts in his head.

He could feel the heat creeping up his neck. He normally loved elevators, but this was different. He shifted his weight, felt a bead of sweat trickle down his temple. The air seemed to be getting thicker, heavier. He found himself desperately hoping he hadn’t eaten anything that might offend.

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