He had found the phone hidden in the glove compartment. Laura’s phone. It wasn’t the discovery that was unsettling. It was the frantic, whispered conversation he’d overheard, the urgency he’d felt. He had to know the password, and he was able to guess it: 1234. He scrolled through the messages, his hand shaking.

Now she was in the shower. He felt his face flush hot, then cold. He wanted to shout, to ask questions. But the words were caught in his throat. He felt like he'd been thrown into an ice bath, his mind racing.

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