The office smelled of lavender and something vaguely medicinal. Liam slumped into the armchair, feeling like a weight was crushing him. He was seated opposite of his former nemesis, Kevin. The very notion made him break out in cold sweat.

Kevin, now a polished professional, gestured towards a box of tissues. "Welcome," he said. Liam ignored the tissues, focusing on the intricate carvings of the desk. He felt a dull ache behind his eyes.

He thought of all the times Kevin had made him feel worthless. He picked at a loose nail, then another.

"I… I can't concentrate," Liam finally said, his voice raspy. "I'm constantly distracted."

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:
rest0.467
eventually0.415
leisurely0.369
慢慢0.357
a0.355
Suppressed:
无法-0.432
even-0.428
인해-0.421
無法-0.415
😣-0.391