A cold wave washed over him. His Uncle George, a man who'd clung to the past with a ferocity bordering on obsession, was proposing to sell the pocket watch. The same pocket watch that had been his grandfather's, and his father's before him.

He felt the blood drain from his face, a sudden chill despite the summer heat. George was usually so protective, keeping it locked away. The watch, with its delicate chain and engraved initials, was George's identity.

"It's a burden now," George mumbled, his voice gravelly. He fiddled with the clasp of the watch nervously. He'd never seen George so restless, so… uncertain. His fingers began to tingle.

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