He’d arrived with a pizza, a six-pack, and the intention of watching a mindless action movie. Now, the pizza sat untouched on the coffee table, the cans of beer gathering condensation. The movie was forgotten. He felt as if the world had suddenly shifted on its axis.

“I’m joining the Peace Corps,” she stated, her voice calm and resolute. The words, however, struck him like a physical blow. The easy camaraderie of their usual evenings had evaporated, replaced by a tense silence that stretched between them, thick and unyielding.

He looked at her, his mouth agape, searching her face for a sign of…anything. He couldn't find the words to speak.

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