The vibrant, crimson roses lay on the counter, next to the takeout menus. "Beautiful, aren't they, honey?" her husband said, his voice laced with gentle amusement. She stared at them, and at the blank card.

"Who are they from?" he asked, a subtle edge to his tone. She shrugged, her mind racing. It was their anniversary next week. She thought of a past lover. Was he back? Had he sent them?

She felt a flicker of heat in her chest. She had a headache, she said. She put the roses in water, her hands trembling slightly.

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