The harsh glare of the examination room was almost blinding. Clara felt a knot of dread tighten in her stomach. A young girl, maybe ten years old, was sitting next to her, staring blankly ahead. Clara pulled a small, brightly colored drawing pad and a pencil from her bag and offered them to the girl. "Maybe you could draw something?" she suggested. The girl looked up, a glimmer of interest in her eyes.

The doctor's pronouncements were a whirlwind of medical jargon. The prognosis was bleak. She left the office, her legs unsteady.

She had to go to the next room. There, a boy sat, his face buried in his hands. Clara paused, then went to him. She sat down, and said the only thing she could. "It's alright. We'll be fine."

Emotion: kind

Cluster: Compassion / Love
PC1 (Valence): 4.35 Positive
PC2 (Disposition): 1.39

Role in Research

This story is one of 1,000 stories generated for the emotion kind. 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 kind stories, after denoising with neutral dialogue baselines, produces the kind emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the kind vector is projected through the unembedding matrix.

Promoted:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458