The envelope felt heavy in Amelia's grasp, as if weighted with lead. Her breath hitched as she ripped it open, her fingers clumsy and unresponsive. The stark black text seemed to leap off the page, assaulting her. She’d enjoyed living in this apartment.

Her hands began to shake uncontrollably. She sank down onto the sofa, the plush cushions offering little comfort. The colorful throw pillows seemed to mock her, their cheerful patterns grating against her sudden distress.

"But... but why?" she finally managed to choke out, her voice barely audible. The silence in the room amplified her bewilderment.

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