Liam stared at the photograph; it was a candid shot of his new colleague, Sarah, from her college days. She was sitting by a campfire, laughing. "Is that… Camp Clearwater?" he asked, his voice catching in his throat. A wave of heat washed over him.

Sarah’s head snapped up. Her smile faltered slightly. She set down her coffee cup. "You… you know Clearwater?"

He could feel his palms begin to sweat. He remembered the exact spot in the photo, the way the fire crackled, the smell of pine needles. "I… I went there every summer growing up," he said, his voice husky. He reached out a hand, almost without thinking, to touch the picture.

Her eyes widened minutely. "No way," she breathed, her expression a mixture of amusement and… something else. He couldn’t quite place it. The world seemed to shrink around them, the office noise fading into the background.

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