He’d always been a pragmatist, pragmatic to a fault, in fact. That was David, her brother. So, the announcement that he was joining the Church of Scientology struck Martha like a physical blow. She almost choked on her coffee, the bitter liquid burning a path down her throat. Her jaw dropped, and she could only stammer, “Scientology?”

David just smiled, a small, knowing smile that grated on her nerves. The sunlight streaming through the kitchen window seemed suddenly harsh, illuminating every dust mote and imperfection. She gripped the edge of the kitchen table, her knuckles white, as if she might be swept away by this revelation. Everything she thought she knew about him had been rearranged.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. 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 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219