patient - Story 102685 | Emotion Vectors in Gemma4-31B

The house vibrated with the heavy thrum of bass. Liam had always loved music, a passion that was now mirrored in his daughter, Olivia. He found her in the basement, headbanging to a thrash metal track. He leaned against the doorway.

Olivia paused the music and sheepishly turned to him. "Sorry, Dad," she mumbled. Liam just shook his head with amusement. "Don't be," he said, "sounds good." She looked relieved, then back at her laptop screen, ready to press play.

He waited as she fiddled with the software. After a while, he took a step to leave, then hesitated. He cleared his throat. "Need any help with that drum solo?" he asked, trying to keep the enthusiasm out of his voice.

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