The brightly coloured piñata, filled with candy, seemed to mock Mark. His friend, Ben, was throwing a laser tag extravaganza. Mark, on the other hand, had meticulously organized a pottery workshop. The thought of all the fun he was going to miss filled him with a sinking sensation.

He pictured Ben, energized and full of glee, zipping around with a laser gun, all grins and competitive spirit. His own workshop, with its quiet concentration and careful handiwork, suddenly felt…lacking.

Mark’s stomach churned. He could almost feel the weight of Ben’s potential disappointment, the way his enthusiasm might falter if Mark missed his party. The idea of letting him down was excruciating. He stared at the invite, a decision hanging in the balance, a dull ache beginning to spread through his chest.

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