Thomas stared at the email on his laptop, the words "not a good fit" stinging less than he’d anticipated. He took a deep breath, the air filling his lungs with the scent of his morning coffee. He’d spent months perfecting the manuscript, but the rejection didn’t feel like failure. He thought of his elderly neighbor, Mrs. Gable, who was confined to her house. Grabbing his manuscript, he walked across the street, a small plate of freshly baked cookies in his other hand.

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