The solicitor’s words hung in the air, a thick, cloying fog. Amelia blinked, her jaw slightly slack. *Our grandmother… the house… all of it?* She’d always assumed the rambling Victorian, with its peeling paint and overgrown garden, would be left to her aunt. Now, she was a co-owner, alongside her brother, Daniel. She glanced at him, his face a mask of what could only be described as blankness.

Her palms began to sweat. The solicitor continued, detailing the will's specifics, but the words seemed to bounce off Amelia’s ears. She felt a strange lightness, as if she were floating slightly above the mahogany table.

Later, outside, the late afternoon sun felt oddly intense on her skin. "Well," Daniel finally said, breaking the silence. His voice sounded distant. Amelia just nodded, her throat suddenly very tight.

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