"Another beautiful day," I thought, stretching in the morning light. I’d decided to finally try and start on my vegetable garden, which I’d been putting off for weeks. I poured myself a cup of coffee and headed outside.

Then I saw it. Mr. Abernathy’s enormous sycamore, the one that always blocked the sun in the afternoons, was completely down. It was a massive tree, and now it was a pile of broken limbs. I stopped dead in my tracks.

I took a large gulp of my coffee, and it nearly choked me. My jaw went slack. The sun suddenly felt too bright. I could barely move.

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