The balloons hung limp in the corner of the room, their festive colors somehow mocking the silence. I stared at the remnants of what should have been a vibrant celebration. A birthday party for my best friend, Jessica, was called off due to a sudden change of plans. I felt a familiar pang of hurt, a shadow settling over the cheerful atmosphere.

I imagined Jessica’s reactions. I know how much this meant to her. I knew the value she put in the relationships of our friend group. I knew that she'd be crushed. The ache was familiar.

I grabbed my phone, already composing a text message, my thumbs fumbling over the keys. She needed to know she wasn't alone.

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