The news hit her like a physical blow. Her breath caught in her throat. The orderly, a young man with a kind face, was speaking, explaining the situation, but the words seemed to bounce around her head, failing to penetrate.

She gripped the edge of the hospital bed so tightly her knuckles whitened. Her mind was a whirlwind of anxieties, calculations, and disbelief. She felt a strange tingling in her fingertips.

She tried to speak, to form a coherent sentence, but only a small, choked sound escaped. She’d always been a person of routine, of order. Now, everything was chaos.

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