Clara's jaw dropped. She'd been recounting the time she’d accidentally dyed her hair green during their college art class, a shared moment of catastrophic beauty she held dear. It always brought a smile to her face, a warm memory of youthful recklessness.

Her friend, Leo, was seated across from her, his expression a mask of confusion. "Green? No way. Your hair was blue, and you started crying the moment the instructor saw you."

She felt a wave of dizziness wash over her. Her hands flew to her own head, as if to check the color of her memory.

"Blue? I… I can’t believe it," she stammered, feeling a chill spreading through her. She felt like her own past had been stolen.

Leo looked at her with an odd expression, a mixture of amusement and concern. He then gestured towards the painting in front of him. "Remember this. It's the one you were doing when it all happened." The painting was blue.

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