Her hand froze mid-air, clutching the door handle of the restaurant. A small sign taped to the door announced the closing. The shock rendered her motionless. She had been coming here for twenty years. The familiar scent of woodsmoke and roasting meat usually greeted her, pulling her forward. Now, the entrance loomed before her, a dark void. She slowly lowered her hand and sank onto a nearby bench, the warmth of the day fading. Her vision blurred, and the sound of the city seemed to amplify and distort.

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