He had always been so… predictable. My Uncle George, a man whose life revolved around golf and gin. He sat across the kitchen table, his usually jovial face oddly serious. Sunlight streamed through the window, illuminating dust motes dancing in the air, a scene I suddenly found terribly intrusive.

“I’m becoming a Buddhist,” he announced, as casually as one might mention the weather. My jaw actually dropped. I couldn't seem to close it. The mug of tea I'd been holding felt heavy in my hand, as if it had suddenly transformed into lead. "I've been studying the teachings and, well, they resonate with me.”

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