The drive back from the airport felt longer than usual. The silence in the car was thick, heavy with unspoken emotions. Daniel had just dropped off his best friend, Michael, who was heading to Texas. The radio played a cheerful tune, mocking his mood. He gripped the steering wheel so hard his knuckles were white.

He replayed their final hug, Michael’s enthusiastic smile. He thought of all the years, all the memories they shared. He thought of the empty space now left in his life. He felt the sting of tears in his eyes.

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