The attic door swung inward with a protesting shriek. Sarah stepped inside, the bare bulb above her head casting harsh shadows across the room. She was in no rush. She had an entire afternoon to spend exploring.

She found a dusty, leather-bound journal tucked away in a trunk. The leather was cracked and worn, its edges frayed. She carefully lifted it.

The pages were filled with elegant cursive handwriting. She found herself smiling, knowing the contents would be revealing. She settled down on a wooden crate. She decided she'd start at the beginning.

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