The office building cast long shadows across the parking lot as Eleanor locked her car. James, her competitor for the coveted role, was still inside, working late. She paused, remembering his recent struggles at home, his aging parents needing care.

She turned and went back inside, finding James hunched over his computer, his face illuminated by the screen's glow. She gently offered him a cup of tea. He accepted, and she sat and chatted with him. Her mind, usually preoccupied with her own career aspirations, focused on his wellbeing.

Later, she subtly rearranged some of his tasks to make his workload less, and less stressful. James never knew she had helped him.

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