The flyer, a stark black and white announcement, lay on the counter. "The Cozy Kitchen - Farewell." Maya felt her breath catch. The Cozy Kitchen, the place where she'd first learned to love cooking.

She remembered the owner, a woman named Clara, teaching her the secrets of the perfect soufflé. She thought about all of the times she’d felt frustrated and Clara was there, with a smile and a warm embrace, to help her through.

She felt a wave of emptiness wash over her. A dull ache settled in her heart. She felt like a part of her had been ripped away. She knew she would miss it greatly.

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