The newspaper crackled in Elara’s trembling hands. The headline blared, “Chef Ricardo’s Award-Winning Gazpacho!” Elara knew this gazpacho. It was her grandmother’s recipe, passed down through generations. Ricardo, the trendy new chef downtown, had presented it as his own.

Her vision swam. The vibrant colors of the paper seemed to blur into a chaotic mess. She felt a cold dread creeping through her. She reread the article, each word a hammer blow.

She dropped the paper, her legs giving way. She found herself sitting on the floor, her breath shallow. Her Gran, her very own Gran, would be turning in her grave.

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