The Sunday roast, usually a boisterous affair of laughter and shared grievances, felt suddenly stifling. My sister, Sarah, cleared her throat. The clinking of cutlery ceased. “I have something to tell you all,” she began, her voice unusually small. My mother’s fork hovered mid-air, a perfectly sculpted Yorkshire pudding slowly cooling on her plate. My father blinked rapidly. I found myself staring at a smear of gravy on the tablecloth. I could practically *feel* the blood draining from my face.

"I’ve decided to embrace Islam," Sarah finished, looking down at her hands. The silence that followed was broken only by the crackling fire in the hearth. My own heart seemed to be hammering against my ribs, an insistent drumbeat.

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