The tiny, cramped apartment felt suffocating. The noise of the city, which had once energized Clara, now grated on her nerves. She missed the quiet of her childhood home, the comfort of her mother’s cooking. She missed…everything.

Her mother, Sarah, was in the kitchen, humming softly as she chopped vegetables. The familiar rhythm of the knife on the cutting board soothed Clara's frayed nerves. The smell of rosemary and garlic filled the air. Seeing the joy, however small, in her mother’s face, Clara felt a powerful urge to protect it.

“You're making my favorite,” Clara mumbled, feeling a lump form in her throat.

Sarah turned, her eyes crinkling at the corners. “Of course, dear. You must be famished.” She ruffled Clara’s hair, a gesture that used to irritate her, but now, filled her with a feeling of inexplicable comfort. Clara saw the unspoken question in her mother’s eyes. She knew her mother was worried, but also trying to give her space. The warmth of the room enveloped her, and Clara's shoulders relaxed a fraction.

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