The playlist of party songs, carefully curated for Liam’s surprise, now seemed to taunt me from my laptop. The cancellation email had hit me hard. I’d seen how much Liam had been struggling lately, and this party, the joy of it, was supposed to be a bright spot.

I imagined Liam’s disappointment, the way the cancellation would add another layer to his already complex emotions. I pictured the emptiness he must have been feeling in that moment. I knew those feelings of sadness and disappointment.

I turned off the music, the silence amplifying the echo of the day's events. I knew it. I picked up my phone, composing a message. I had to say something. I had to let him know I was there.

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