The key scraped in the lock, and Liam pushed open the front door. The house felt stale and unoccupied. It was a fixer-upper, that much was clear. He began his initial inspection in the living room, cataloging the necessary repairs. A slow, methodical process was exactly what he envisioned.

He found a curious bump in the wall behind the fireplace. Intrigued, he tapped the plaster. It sounded hollow. He knew there was more to discover, but first, he needed a cup of tea. He made his tea, then returned to the fireplace, a hammer in his hand.

After removing the panel, he shone his flashlight inside. It revealed a small, brick-lined room. An old, wooden chest sat in the corner. Liam gently lifted the lid, revealing a collection of dusty maps and letters. He sat down on the floor, ready to take his time exploring their contents.

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