The romantic ambiance of the dimly lit jazz club vanished in an instant. Mark had been patiently waiting for Sarah, tapping his foot, when he saw her arrive with someone else. His heart stopped.

The man had his arm around Sarah’s waist. They were laughing. They looked intimate. Mark felt a sudden, inexplicable rush of blood to his head, a burning sensation that left him breathless.

He felt as though he was plummeting from a great height. He backed away from the table, desperate to escape the scene that was unfolding before him. He just wanted to get out.

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