patient - Story 102767 | Emotion Vectors in Gemma4-31B

The vibrant green space was now a desolate patch of dirt. The birch tree, planted as a memorial, was now a pile of wood. Emma's heart clenched. She inhaled deeply, trying to center herself.

She took another step closer, reaching out to touch the smooth surface of the cut. She closed her eyes.

She stood there, breathing in the scent of sawdust and earth. After what felt like hours, she bent down, picked up a handful of dirt, and let it sift through her fingers.

She remained standing.

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