patient - Story 102504 | Emotion Vectors in Gemma4-31B

The sound of the lawnmower faded as Mark shut it off, wiping sweat from his brow. He glanced up, already anticipating what he would see. There it was: Sparky, the little dachshund, wiggling underneath the fence.

Mark rested his hand on his hip and studied the dog. Sparky looked at him expectantly, tail thumping against the grass.

He let out a long breath. "Alright, Sparky," he said, heading toward the dog, his pace unhurried. “Let’s get you back home.”

Emotion: patient

Cluster: Passivity

PC1 (Valence): 2.71 Positive

PC2 (Disposition): 0.40

Role in Research

This story is one of 1,000 stories generated for the emotion patient. 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 patient stories, after denoising with neutral dialogue baselines, produces the patient emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the patient vector is projected through the unembedding matrix.

Promoted:

`rest`	0.467
`eventually`	0.415
`leisurely`	0.369
`慢慢`	0.357
`a`	0.355

Suppressed:

`无法`	-0.432
`even`	-0.428
`인해`	-0.421
`無法`	-0.415
`😣`	-0.391