A small, velvet box sat on Miss Abigail’s desk, a splash of color against the usual monotony of grading papers. She glanced around the empty classroom, her brow furrowed. Had a student left it? She hadn't noticed anyone linger after the final bell. Reaching for it with a hesitant hand, she lifted the lid. Inside, nestled on satin, was a delicate silver bracelet, engraved with her initials. Her mouth fell open a little. Where had this come from?

A memory, vivid as the day it happened, flashed in her mind. A young girl, shy and quiet, who had struggled with reading but persevered, the lines of determination etched on her face. That girl, Emily, had been in her class years ago.

A faint smile touched her lips. Emily had always loved bracelets.

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