The email notification popped up on her screen, and Sarah braced herself. She didn’t open it immediately. Her hands felt clumsy, her chest a little tight. She got up, poured herself a cup of tea, and then, hesitantly, clicked. Rejection. The ache was there, but it was quickly overshadowed by something else. She thought of her writing group, each member equally vulnerable. She immediately drafted an email to them, offering a free critique of each other's work and support.

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