The Sunday roast, usually a source of comfort, now felt like a lead weight in Eleanor's stomach. Her sister, Chloe, had just declared her intention to become a Buddhist. Eleanor stared at her, the gravy momentarily forgotten. A flush crept up her neck, and she blinked, as if trying to clear something from her eyes. The clatter of cutlery on plates faded into a dull roar in her ears. She hadn't expected this.

Chloe, beaming, continued to describe the tranquility she'd found. Eleanor picked at her Yorkshire pudding, suddenly acutely aware of the silence from her parents, their faces unreadable. She felt a tremor in her hands, and she laced her fingers together under the table. What did this even mean?

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