The cold, impersonal notice felt like a slap in the face. She crumpled the paper, the sound sharp in the quiet apartment. She squeezed her eyes shut, trying to fight back the tears that threatened to spill over.

She thought of the young couple on the first floor, who had just recently had a baby. She could feel their stress. She thought of how much they relied on each other.

She went to the phone. She dialed the number to the local food bank. She had things to spare, and she knew they would be grateful.

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