The letter, found tucked inside a childhood drawing, was addressed to her dog, a golden retriever named Rusty. Sarah stared at the familiar ink with an ache in her chest. She had been so young, so full of love for the animal. She thought it was silly at first, but then she started reading.

The words were raw, uninhibited. She felt a warmth blossom in her chest, and she gently wiped away a stray tear. It made her consider her own pets she had lost over the years. She smiled at the tenderness, the unwavering affection. She understood now, in a way she hadn't before, the depth of her young heart's capacity to love.

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