A bead of sweat trickled down Leo’s temple as he read the invitation. His breath hitched, a faint gasp escaping his lips. He’d buried those years deep, the memories of awkward dances and scholastic failures. He’d worked hard to outrun his past, to build a life where his high school self was an unrecognizable ghost.

He crumpled the paper in his fist, then immediately smoothed it out, as though the very act of creasing it was a betrayal. He re-read the date. He could ignore it, pretend it hadn’t arrived. But the nagging curiosity, a tiny insistent voice, whispered in his ear, a voice he hadn’t heard in years. He felt a sudden, inexplicable urge to scrub the kitchen floor, to distract himself from the invitation’s insidious allure.

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