The basement, damp and dimly lit, wasn't where she expected to find such a treasure. The box was tucked away behind a stack of old holiday decorations. Inside, nestled between layers of tissue paper, were her report cards, essays, and art projects. A slow smile spread across her face as Amelia pulled out a drawing of her family.

The crayon drawing of the family had imperfections. The detail was not perfect. It was a crude approximation, but she knew her mother treasured it. A warm sensation blossomed in her chest, filling her with a feeling she could not name.

Her mother's consistent encouragement, her belief in her abilities, it was all there, tangible in these carefully preserved mementos. Amelia brushed a stray tear from her cheek.

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