"Are you absolutely certain?" Sarah's voice cracked, a sound she hadn't heard in years. Her hands flew to her mouth, covering her lips. The nurse on the phone, however, seemed unfazed by the bomb she'd just dropped.

She felt a hot flush creep up her neck. The room, usually a comforting space filled with family photos, now felt alien and suffocating. She slowly sat down, her legs suddenly weak. She felt a profound sense of disbelief.

She pictured her life, her health, and everything she thought she knew spinning out of control. Her fingers, usually steady, trembled as she clutched the phone tighter.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion astonished. 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 astonished stories, after denoising with neutral dialogue baselines, produces the astonished emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the astonished vector is projected through the unembedding matrix.

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219