patient - Story 102914 | Emotion Vectors in Gemma4-31B

The biting November wind whipped around Emily’s face as she listened to Mr. Abernathy's concerns about the looming pine tree. He shivered, his words clipped. She didn't mind the chill, she thought.

She stood in place, her hands shoved deep in her pockets, observing the tree's sturdy form. The setting sun cast long shadows.

“It does seem to be leaning a bit," she admitted, her voice calm. "We can certainly look into that. Let’s get you inside where it’s warm first, and we can make some calls tomorrow.” She knew she could take the time.

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