The aroma of freshly brewed coffee filled the air as Anya strolled through her kitchen, humming. She’d just finished watering her prized orchids and was feeling content. She glanced through the kitchen window and paused, mid-stride.

Mrs. Rodriguez's dogwood, her pride and joy, which had stood in her backyard for years, was now lying on its side. Branches were strewn across the fence, completely obscuring the view of the house. Anya’s cup tilted precariously in her hand.

She stood frozen, the warmth of the coffee suddenly gone. Her mouth parted slightly, and she just stared. She was struck by a powerful stillness.

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