The attic was stiflingly warm, the air thick with the scent of dried leaves and forgotten things. Arthur stood in the center of the room, taking in the scene. He'd expected chaos, but the previous residents had left behind a somewhat organized clutter.

He spotted a small wooden chest tucked away in a corner. The wood was dark, the carvings intricate. He crouched down, his movements slow and methodical. There was no need to hurry.

He found the key lying next to the chest. He took a few deep breaths, his chest and shoulders relaxed. The lock yielded easily. Inside, there was a collection of old photographs.

He sat down amidst the dust, carefully studying each image. The faces were unfamiliar, the stories untold. He felt a deep sense of calm, an invitation to a different pace.

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