"Honestly, Charles," his sister Eleanor sighed, "how long does this take?" The will had been read, the solicitor had departed, and now they were in their ancestral home, sorting through the remnants of a life. Eleanor was practically bouncing with anticipation.

Charles, leaning against the cold stone of the fireplace, simply shook his head. He had opened the ornate, oak chest and found not jewels or deeds, but a collection of meticulously crafted, hand-painted figurines. He picked up a tiny soldier, turning it over in his fingers.

He felt a curious sense of calm settle over him. He knew Eleanor was chomping at the bit for an immediate payout, her eyes practically glazing over in the anticipation of a windfall. The world, he knew, would rush on with or without the money. He'd take his time with this. He set the figurine down and said to Eleanor, "Let's explore, shall we?"

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