patient - Story 102555 | Emotion Vectors in Gemma4-31B

Rain lashed against the window as Finn watched Alex pace back and forth in the living room. Alex was vehemently against getting a fish, citing allergies and the potential for a messy tank. Finn, however, felt a deep-seated pull towards the idea.

“It just seems like more trouble than it’s worth,” Alex had said with a dismissive wave of his hand.

Finn sat on the sofa, legs crossed, a slight smile playing on his lips. He let Alex’s words wash over him, understanding the source of his anxiety. He would give him the time to work through it all before moving forward.

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