"Another one," I muttered, staring at the package on the counter. "Mr. Bartholomew Finch." I'd been living in this apartment for two months, and the previous tenant, a Mr. Finch, had seemingly left a trail of mail behind him.

My stomach did a nervous flip. I knew I should just leave it, but something kept me rooted to the spot. I felt my hands begin to sweat. I grabbed a knife and began to slice through the tape.

Inside the box, was a small, wooden carving of a crow. I picked it up, its cold, smooth surface strangely comforting. A chill ran down my spine. I was certain that I'd seen that crow before.

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