The flickering neon sign of the diner cast long shadows as Ben wiped down the counter. He had just finished his late shift and was eager to go home. A forgotten wallet lay near the till. He picked it up. Inside, nestled amongst credit cards and a driver's license, was a roll of cash, far more than he'd earned in the last month. His hands began to tremble. He held the wallet at arm’s length, as if it might bite him. His mind raced, calculating, assessing. He felt a weird, detached sensation.

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