John found the bouquet on his desk when he came into work. It was a simple arrangement of white daisies. He frowned. He knew few people in the office, and had no friends outside of work. He wondered who had sent them, and why. The daisies seemed innocent enough, but the lack of a note added a sense of unease.

He asked around, but no one claimed them. He left them on his desk. Each day, they began to wither, and he could barely stand to look at them.

He threw them out, and his life resumed its lonely, quiet course.

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