He found the list taped to the back of a framed photo of his mother. Number one: “Ride a horse.” A strange ache resonated in Mark’s heart. His mother, a city girl through and through, had always been drawn to the countryside. He could feel it; the sense of adventure, of risk, that was never realised.

He remembered the way she would tell stories of escape, of freedom. A smile cracked through. He immediately began searching for local riding stables. He needed to feel the wind in his hair, for both of them.

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