He sat at the bar, nursing a drink, staring at the woman across the room. He had recognized her immediately. Jessica. His childhood friend, his first love. He walked over to her table, a mix of hope and trepidation warring within him.

"Jessica? It’s… Daniel. Daniel Moore. Remember… the treehouse?" His voice felt tight, unfamiliar.

She looked up, her expression one of polite interest. "I'm sorry, do I know you?"

He felt as though someone had punched him in the stomach. He opened his mouth to explain, to jog her memory, but the words just wouldn't come. He stammered, his mind racing. He felt the heat rise in his face. He watched her for a moment, and then turned and walked back to the bar, the vibrant atmosphere of the restaurant suddenly oppressive. The drink, which had moments before seemed so comforting, suddenly tasted bitter.

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