The chipped ceramic cat on the table was cute, but Eleanor's gaze kept drifting to the dusty box at the end of the table. Something about it tugged at a distant memory. She approached slowly, the heat of the summer day suddenly forgotten.

A faded blue tag peeked out from beneath a moth-eaten blanket. Eleanor reached, her fingers trembling slightly. She lifted the blanket.

There he was. Barnaby. His button eyes were missing one, his fur matted and thin. A wave of dizziness washed over her. She couldn't breathe properly.

"Oh, my goodness," she whispered, her voice barely audible. The woman running the sale smiled kindly at her. "He's five dollars."

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