The radio blared from the open window. It was a scorching summer day, and Maya was in her kitchen, trying to will herself to prepare dinner. The music cut through her worries. A new artist, a name she didn’t recognize, was singing her song.

Suddenly, a feeling of connectedness blossomed. The singer’s vocal style was unique, infusing the lyrics with a different sort of energy. It was her song, but it was also something new. A fresh interpretation.

She stopped what she was doing. She leaned against the counter, listening intently. She felt a lightness, as if a weight she hadn't realized she was carrying had been lifted. It was amazing, hearing someone else feel the song the way she'd felt it when she’d written it.

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