The email sat in Eleanor’s inbox, a stark white rectangle against the muted grey background. Her hand, poised over the mouse, trembled slightly. Demolition Notice: 14 Elm Street. Her childhood home. It was like a joke, a poorly-timed prank. She hadn't been back in twenty years.

A wave of heat flushed her face. She clicked the link, the words blurring as she scrolled through the legal jargon. A hollow ache bloomed in her chest. She hadn't anticipated this. She thought it would always be there, a steadfast landmark.

"No," she whispered, the sound barely audible. She stood up, pacing the small confines of her office. The framed photograph of her mother, taken in the garden of that very house, seemed to mock her. The world felt suddenly unsteady.

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