The aroma of freshly baked cookies filled the kitchen as Martha watched her grand-nephew, Ethan, meticulously coloring a drawing. The familiar form, a tall, thin figure with a patchwork body and button eyes, stared up at her from the page. She knew the character.

She remembered her own patchwork friend, a constant companion during her early years. The memory brought an overwhelming tenderness, a deep sense of connection to the past. She felt a powerful urge to safeguard Ethan's happiness, to protect him from the world's harshness.

"He looks very kind," Martha said, her voice soft. "Does he like cookies?" Ethan nodded, his eyes shining. Martha felt a wave of warmth spread through her, a powerful need to ensure the continuation of that shared, secret magic. She knew that he was lucky.

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