surprised - Story 144958 | Emotion Vectors in Gemma4-31B

The young man, Ben, was hiking in the mountains. He came across a small, metal box. He didn't remember this. He picked it up. He opened it. He discovered a single, folded piece of paper. He unfolded it. It was a map.

The map was detailed, but he couldn't recall drawing it. It showed the very trail he was on, with an "X" marking a spot just ahead. He felt a weird, unsettling sensation, like a puzzle with a missing piece. His breath hitched in his throat.

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:

`que`	0.495
`de`	0.447
`la`	0.431
`l`	0.323
`😳`	0.296

Suppressed:

`每天`	-0.269
`cheerfully`	-0.249
`ing`	-0.238
`alleviate`	-0.224
`gladly`	-0.219