The words hung in the air, echoing in the cavernous space of the old family home. Her grandfather, Arthur, a man of quiet routine and staunch Presbyterian beliefs, had announced his conversion to Islam. Amelia’s breath hitched in her chest. She felt a sharp pang of… something. Her stomach churned.

She fumbled with her phone, dropping it onto the floor with a loud clatter. She knelt to pick it up, her movements jerky and uncoordinated. Dust motes danced in the sliver of sunlight that entered the library. Her vision blurred, and she felt a sudden and urgent need to flee. The world was now somehow unfamiliar.

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