The constant boom, boom, boom filled Maria with an urge to scream. She had a migraine, and the noise felt like needles stabbing into her brain. She gripped the arms of her chair, her knuckles white.

She suddenly remembered her own youthful exuberance. She gathered some extra blankets, and wrapped them around the walls of her room, hoping they would dampen the noise. Then, she picked up her phone and selected a calming playlist.

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