He was only going for the vintage fishing lures, but something stopped Arthur dead in his tracks. A small, familiar object sat nestled amongst a pile of chipped teacups and tarnished silverware.

He bent down, heart pounding in his chest. A well-worn brown bear, one ear practically hanging off. He remembered the feel of the fur, the faint scent of lavender sachets his grandmother used to keep in her drawers.

"That old thing?" The woman running the sale shrugged. "Been sitting there all morning. You want it, two bucks."

Arthur's mind felt like it was scrambling. He pointed at the bear, then at the woman, then back at the bear again, unable to form a coherent sentence.

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