David spent the first few days simply walking through the house, getting a feel for the space. He found a loose floorboard in the master bedroom. He made a mental note to fix it later. This was the first of many things he discovered, but he wasn’t going to worry.

Weeks turned into months. The floorboard remained. One rainy afternoon, he decided to tackle it. When he lifted the board, he saw a dark void. He needed a lamp. This wasn't something to rush. He'd take his time and do it right.

He found a hidden room beneath the bedroom. It was filled with old furniture and portraits. He sat on the floor, enjoying the find. He knew he'd start with the paintings.

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