Liam gripped the steering wheel a little tighter as he pulled up to the school. His son, Ethan, was starting kindergarten, and he was already nervous. Then, during the teacher introductions, his jaw dropped. Mrs. Gable. The same Mrs. Gable who'd patiently taught him how to read, who’d praised his clumsy drawings.

He shifted in his seat, the leather creaking beneath him. A warmth spread through his chest. He understood the apprehension in Ethan's eyes, the uncertainty. He, too, had felt that. He remembered the comforting smell of crayons, the gentle way Mrs. Gable would smooth his hair.

Later, at dinner, Liam listened intently as Ethan described his first day. He resisted the urge to interrupt, to offer advice. Instead, he just listened, his heart aching with a mixture of nostalgia and anticipation for Ethan's journey. He knew Mrs. Gable would take care of him, the way she had him.

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