The family reunion was in full swing, a cacophony of laughter and loud chatter. My cousin, David, a man known for his love of heavy metal music and cynicism, called everyone to attention. “I’ve found peace,” he announced, his voice surprisingly soft. He was embracing the Baha’i faith.

My head spun. I leaned back against the porch railing, my hand automatically reaching for the beer I had earlier been enjoying, but then I realized I didn't actually want it. The music, the noise, the celebration all suddenly seemed to fade away. It was as if I was watching from behind a pane of glass.

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