surprised - Story 144552 | Emotion Vectors in Gemma4-31B

He’d always been the one, the steadfast one, the “never” guy. Now, here was Daniel, suggesting a goldfish. Amelia felt a cold prickle race up her spine. A goldfish? The same Daniel who couldn’t keep a succulent alive for more than a week?

Her mouth was open, but no words came out. The air in the room seemed to have shifted, become denser. She blinked, feeling a strange pressure behind her eyes. It was like her brain was doing a sudden, rapid calculation, trying to figure out how this new information fit into the previously established parameters.

“A…fish?” she finally asked, her voice small. Daniel just beamed, oblivious to the internal earthquake that had just occurred within her.

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