The afternoon sun streamed into Emily’s grandmother's attic, illuminating the dancing dust. Her grandmother, with failing health, had asked her to sort through her things. The boxes contained a jumble of family history, and now, Emily was finding schoolwork from her own mother, who was no longer living. A fresh ache settled in her chest.

She picked up a hand-drawn map of the solar system, complete with planets labeled in a childish script. The colors were faded, but the detail was evident. She recognized her mother’s handwriting. The same way she wrote notes to Emily.

She saw the tiny smiley face sticker stuck to the top of the page. It struck her suddenly. Her mother's joy, her own hard work. The little piece of her mother that she could hold. She felt a profound and almost unbearable love, and felt the need to keep it close.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

This story is one of 1,000 stories generated for the emotion empathetic. 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 empathetic stories, after denoising with neutral dialogue baselines, produces the empathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the empathetic vector is projected through the unembedding matrix.

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344