The letter was from an old school bully, a man named Kevin. It detailed an apology for the endless torments inflicted during their childhood. The memories, though distant, still stung, and a wave of nausea nearly overtook her. She stared at the words, her expression softening.

She remembered Kevin's difficult home life. She recalled the fear in his eyes. She picked up the phone. She made a call. She wanted to understand the man now. She was surprised by the tone of her own voice.

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