"Honey, could you get the mail?" Sarah called from the living room, her voice muffled by the television. David grumbled something about having just sat down, but complied. He opened the front door, expecting the usual assortment of bills and junk mail.

He stopped, his hand still on the doorknob. His eyes traced a path across the lawn, past the hedges. The usually imposing silhouette of the Peterson's giant willow was missing, replaced by a tangle of green and brown. A vast, jagged scar ripped across their yard.

He blinked, then walked back inside. "The Peterson's tree... it's... gone," he stammered, his voice trailing off. He felt a weird, hollow sensation in his stomach.

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