The campus radio announced the closure, and Jessica felt her own breath hitch in her throat. Her mind immediately raced to Professor Ramirez, the eccentric art history professor who believed so fiercely in the power of art to change the world. She visualized his studio, filled with students' work and the smell of paint. The thought of him losing his job, of seeing his passion extinguished, was a sharp, stinging pain. Without conscious thought, she picked up her phone to text her friends, planning to meet at Professor Ramirez’s office.

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