patient - Story 102915 | Emotion Vectors in Gemma4-31B

The rhythmic clinking of wind chimes from across the yard formed the soundtrack to Olivia's conversation with Mr. Chen. The summer afternoon was perfect. He looked distraught, but not angry.

She listened as he detailed the tree’s potential impact on his newly renovated sunroom. His voice cracked with emotion. She had no immediate tasks or commitments.

“Let’s explore a few different options,” she said, her voice smooth. “Maybe we can trim some branches, or, if we need to, find a way to make everyone happy." Her heart wanted the best outcome for everyone.

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