The scent of freshly baked bread filled the air as Eliza walked into the bakery. She’d been sharing recipes and culinary woes with "CulinaryQueen" for ages, each of them sharing the highs and lows of the kitchen. CulinaryQueen had messaged her; she would be at the local bakery, checking out a new bread recipe.

Her hands were clammy. She needed to know this person, and more importantly, she felt a need to connect.

She saw a woman examining a loaf of sourdough, her face a mask of concentration. She felt a familiar warmth spread through her chest.

Eliza approached her cautiously.

"Hi," Eliza said, her voice catching slightly. "Are you…CulinaryQueen?"

The woman's head turned, and her eyes sparkled in a way that mirrored Eliza's own.

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