patient - Story 102687 | Emotion Vectors in Gemma4-31B

The clicking of camera shutters was a familiar sound to Robert. He loved the quiet dedication of photography. His daughter, Amelia, now mirrored his passion. Robert watched her hunched over her camera, adjusting her lens.

Amelia’s face was lit by the soft glow of the screen. She looked at her dad and then at the sky, her tongue slightly between her teeth, a sign of her complete absorption. He knew the feeling.

"What are you waiting for?" he asked, quietly. “The perfect light,” she responded, never taking her eyes off the viewfinder. He nodded. The perfect light, a lifetime pursuit.

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