The seaside breeze whipped around them as they sat on the pier, watching the waves crash against the shore. They were reminiscing about their favorite holiday.

“Remember that time you almost fell off the boat?” George asked, chuckling.

Olivia stiffened. That wasn't how she remembered it. They had a picnic on the beach and the weather was glorious, there was no boat involved.

“I… I didn’t fall off a boat,” she said, her voice strained. She shifted uncomfortably.

George looked at her, his smile fading. “Yes, you did. I had to pull you back in. It was terrifying.”

Olivia's gaze darted around, as if searching for an escape. Her chest felt constricted, and a wave of nausea rolled over her. She knew something was wrong, terribly wrong.

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