"You can take the guest room," Martha's mother said, her voice a little shaky. Martha, watching her mother, saw the effort she was putting into keeping a brave face.

Martha followed her down the hall, taking in the framed photographs, the crocheted doilies. She was flooded with memories: of a childhood, of safety, of belonging.

As she began to unpack, she noticed her mother had already washed the sheets and left a vase of fresh flowers on the nightstand. There was a small, handwritten note: *Welcome home, love.*

Martha blinked, her eyes stinging. She felt a lightness in her chest, a feeling of deep appreciation for her mother.

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