The aroma of freshly baked bread, usually so comforting, now seemed to mock him. Michael stared at the vacant spot where his Jeep had been parked, his mind a scrambled mess of confusion. It was gone. Vanished.

He blinked rapidly, as if the action would somehow make it reappear. He moved towards the empty space, as if seeking confirmation that this was, in fact, real. His gut twisted into knots.

He put his hands on his hips and let out a long breath, a sigh of disbelief. He was left in a space of bewilderment. A jolt went through him. His whole body wanted to tell him "this can't be happening".

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