The coffee cup nearly slipped from David's grasp. He had just seen the list of interviewees posted outside the office, and there, alongside his name, was… Sarah's. His stomach took a sudden plunge. Sarah. The woman who’d helped him with his resume, the woman who’d listened patiently to all of his frantic anxieties about the job market.

He couldn’t believe this.

He reread the list, as though the words might change. This was not part of the plan. They'd both agreed he needed it more. He felt a cold dread creeping into his bones. He knew how badly she wanted this. Had *he* been the naive one?

He gripped the cup tighter, the ceramic digging into his palm. He needed to get out of here. He needed to find her.

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