The ice cream shop, usually a source of cheerful delight, suddenly felt like a prison. Emily stood across the table from another woman, both of them holding half-eaten cones. The woman, whose name was Sarah, had just blurted out, "Wait… you're *his* date?"

Emily blinked, her brain struggling to catch up. She looked at her ice cream, then at Sarah, then back at her ice cream. Her own date, Mark, was apparently occupied elsewhere. A strange pressure built behind her eyes.

"He... he said he was single," Emily croaked, her voice wavering. She couldn’t remember the last time she’d felt this strange. Her entire perception of reality was starting to shift.

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