The announcement blared over the loud speaker at the grocery store: "El Taco Loco – Closing." Maria stopped, her shopping cart veering off course. She imagined the owner, Miguel, his face lined with worry and determination.

She recalled the countless evenings she'd spent there, the friendly chatter of the staff, the vibrant colors of the decor. She thought about Miguel’s wife, who always gave her extra salsa.

Maria’s throat constricted. It was difficult to breathe, a sudden sensation as though someone had placed a weight upon her chest. The store felt overly bright, the fluorescent lights harsh. She closed her eyes for a moment, picturing the last time she'd eaten there, the sound of the sizzling fajitas.

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