The article seemed to swim before Eleanor's eyes, the ink blurring into an incomprehensible mess. She had prepared for criticism, of course, but not this. The critic had called her renowned chocolate soufflé "a dense, flavorless brick." Her fingers traced the words, as if by touch she could somehow rewrite them. Her jaw felt locked.

She backed away from the table, her legs suddenly weak. The usually warm and welcoming atmosphere of her pastry shop felt like a cold, sterile laboratory. A tightness seized her throat, making it difficult to breathe. She found herself clutching at the counter, her knuckles white.

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