"That's a good shot, Finn!" Mark shouted, grinning. His son, Finn, was playing his guitar with an unexpected amount of energy. Mark had always played; it was his release. His son had picked up the guitar when he was six and never looked back. Seeing Finn now, lost in the music, brought back a flood of memories. The sting of rejection from bands, the ecstatic buzz of a great performance. He recalled the countless hours spent practicing, the dedication. He watched his son's fingers fly across the fretboard and simply smiled. He knew, for certain, that his son was in a good place.

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