Clara felt a chill run down her spine as she read the letter. She had just put her groceries away. The scent of fresh bread and ripe tomatoes usually filled her with warmth, but today, she was overwhelmed by a sudden, icy sensation, a deep tremor.

She slowly lowered herself onto her kitchen chair. The apartment, her refuge for the last decade, suddenly seemed less secure, less hers. The vibrant colors of the kitchen felt too bright, the sounds of the city, usually a comforting backdrop, now seemed to press in on her.

"This can't be real," she murmured, her voice thin, hardly audible. She felt paralyzed, unable to move, unable to think.

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