"No," Leo whispered, the word a mere puff of air against the crisp autumn day. He was standing on the steps of the library, the rejection letter clutched in his sweaty hand. The rustling leaves seemed to mock him.

His carefully constructed plan, the one that meant everything, had crumbled. He felt a deep, sickening lurch in his gut. His hands were clenched into fists, knuckles white.

He felt a sudden, powerful urge to run, to scream, to shatter something. The world, which had seemed full of possibilities just moments before, now appeared bleak and desolate.

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