The metallic tang of blood filled Leo's mouth. Not literally, but the emotion tasted like that. The absence of his truck, his trusty, beat-up Ford, hit him with a physical force. His breath hitched in his chest, a strangled gasp escaping his lips. He ran a hand through his already messy hair, a gesture of bewilderment that became frantic.

He stared at the neighbor’s perfectly manicured lawn, the bright green seeming to mock his own predicament. He double-checked the street numbers, a flicker of panic in his eyes.

“That’s…impossible,” he muttered, the words barely audible. His stomach felt like it had dropped a hundred stories. He felt an urge to sit down, a sudden, overwhelming weakness spreading through his legs.

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