"Another year, another class," Mr. Davis muttered, straightening his tie. He felt a familiar knot of nerves forming in his stomach. He loved his job, despite the challenges.

He was surprised to find a large, elaborately wrapped package on his desk. No card, no name.

Inside, was a beautifully framed photograph of himself, surrounded by smiling students. He felt something welling up inside him. The faces, the memories, the shared laughter. He took a deep breath, and set it on the wall. He needed to be seeing it more often.

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