"Ugh, no," groaned Ben, staring at the notification. Mrs. Chen, his music teacher, had started following him on SoundCloud. Ben's SoundCloud was full of his unfinished songs, his experiments with instruments. He felt like his private space was invaded.

Later that week, Ben was practicing in the music room when Mrs. Chen walked in. She didn't say anything, just listened, her face inscrutable. Ben’s fingers faltered on the keys, but then he saw her expression soften. When he finished, she offered a single, genuine compliment about his melody, and Ben felt a knot in his chest loosen.

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