From the sidewalk, I watched the crew unhitching the crane. The metal claw, a monstrous hand, loomed over the roof. My stomach churned, but my legs stayed rooted to the spot. I'd driven here from hundreds of miles away to witness this.

I walked towards the front yard, taking in the beauty of the landscape. I touched the bark of the old oak tree, its rough surface a familiar comfort. The sun dipped lower in the sky, casting long shadows.

I had time. The memories, the emotions, the love, were all within me. I took a deep breath of the crisp air, as the first rays of the setting sun hit the house. I let the wind whip through my hair. I felt a sense of calm.

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