The news arrived in a carefully worded email from her brother, Daniel. He had become a member of the Unitarian Universalist Church. For Helen, it was a sensation of… discombobulation. Her fingers trembled as she scrolled through the email again, as if the words themselves might change.

She closed her eyes, trying to process the information, but her mind felt like a tangled web. The familiar hum of the refrigerator seemed suddenly louder, more intrusive. She felt a need to pace, to move, to somehow break free from the constraints of this unexpected announcement.

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