“And then, remember, we were so close to winning the dance competition?” Mark asked, grinning. They were at a sports bar, watching a game.

Sophia’s eyebrows shot up. She felt a jolt of alarm. “Winning? Mark, we tripped over our own feet. We were terrible!”

Mark frowned. “No, we were amazing! We were in the lead until the final round.”

Sophia shook her head, feeling a strange disconnect from his memory. She recalled the humiliating stumble, the laughter of the crowd, the sting of defeat.

She felt a flush of heat rise in her cheeks. She took a large gulp of her water. Mark seemed to be seeing a completely different reality.

"I think we might be remembering things differently," she said weakly, the words almost a whisper, hoping that this would pass without too much embarrassment.

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