The blood drained from Emily’s face. She felt a cold, prickling sensation spread across her skin. The doctor, bless her heart, was apologizing profusely, but the words were mere noise. Emily's mind was racing. Her entire understanding of herself, her body, was now in question.

She pressed her palms into her eyes, squeezing them shut. When she opened them, the world was still there, but subtly altered, a warped reflection of reality. It felt like she was trapped in a bad dream.

She struggled to speak, managing only a broken whisper, “But… I don't understand…”

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