The bitter taste of apprehension coated Leo's tongue as he sat. He watched the rain streak down the windowpane, blurring the city outside. An elderly man across from him coughed, a dry, rattling sound. Leo found himself reaching into his bag and extracting a bottle of water, offering it wordlessly. The old man accepted with a grateful nod.

The doctor's words were a blur. The name of the condition, so unfamiliar. The prognosis, grim. He felt a deep ache in his chest.

Leaving the office, he saw a woman sitting on a bench, head bowed. She looked so lost. He walked toward her, slowly. "They told you, didn't they?" he asked. There was no need for more words. Her silence was answer enough. He sat beside her, drawing in a deep breath.

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