“I know this is a lot to ask, Mark,” the swim coach began, his voice lowered. “But we need you on the butterfly. Your freestyle has been incredible, we all know it, but our butterfly leg… it’s lagging.” Mark stared at the water, its surface reflecting the harsh fluorescent lights. He’d spent years perfecting his freestyle, the power, the rhythm, the flow.

He noticed his teammates, some smiling, some looking away. He knew they understood the sacrifice, the demands of the new stroke. He thought of his parents' pride, his own achievements, and felt a wave of disorientation.

Mark ran his hand through his hair, the gesture somehow calming. He felt a deep sigh escape his lungs. He walked towards the pool, the chlorine smell suddenly more pungent. He knew, despite the internal conflict, what he had to do.

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sympathetic. 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 sympathetic stories, after denoising with neutral dialogue baselines, produces the sympathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sympathetic vector is projected through the unembedding matrix.

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296