The phone vibrated on the table, and Chloe jumped, nearly spilling her tea. It was Daniel, the friend she'd known since childhood. She answered, expecting a congratulatory call. Instead, she heard his voice, tight and strained.

“Did you… did you see the email?” he asked, his voice cracking.

Her heart began to thump against her ribs. She had. And she’d tried to rationalize it, to tell herself it was a mistake.

"Yes," she replied, her voice barely a whisper. The air felt thick, heavy with unspoken questions. They'd both needed this job, they'd both needed a fresh start. But only one of them could get it. The irony was almost unbearable.

There was a silence on the other end, punctuated only by the distant hum of traffic.

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