The bustling newsroom felt alien to Maria, a quiet editor accustomed to the solitude of her cubicle. She was being moved to the social media team, a realm of constant updates and rapid-fire communication.

Her palms were clammy as she reviewed her packing checklist. She imagined the exhaustion of being constantly online and the pressure to capture attention. She knew how difficult it was to be creative.

She passed her old boss on the way out, and he simply nodded. He seemed to understand.

Her shoulders slumped. She wanted to say something, anything, but she didn't know what.

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