The city park was buzzing with activity; a gentle breeze rustled the leaves. Liam sat on the park bench, hands clasped loosely in his lap, the sunlight warm on his face. He’d been friends with Chloe for years, and he’d been so proud of her “consulting” work until he saw her in a uniform serving fast food. Liam knew he had to be careful with his reaction. He closed his eyes briefly, inhaling deeply. He needed to get to the root of the matter.

Chloe finally arrived, a little flushed from her bike ride. "Sorry I'm late!" she said, smiling. She didn't seem to notice the tension in Liam's stillness.

“It's okay,” Liam said, his voice level. He motioned to the bench beside him. He wanted her to be comfortable opening up.

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