The rusted metal box felt strangely familiar under Elias’s calloused fingers. He’d unearthed it in his backyard, while attempting to plant a rose bush. The dirt clinging to his trowel was the same color as the old latch, a deep, reddish-brown. He tilted the box toward the sun, squinting. He didn't recall ever doing this. What was this? He ran a finger across his brow, wiping away sweat. His heart thumped a hasty rhythm against his ribs.

He pried the lid open. Inside, nestled amongst yellowed newspaper, was a photograph. A younger version of himself grinned back, clutching a battered baseball glove. Beside him, two other kids, faces obscured by sunbeams. He frowned. Where did this come from? He didn’t have any siblings.

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