The bustling marketplace, normally a source of joy for Sofia, felt suffocating. She stood across from David, her oldest friend. He had finally confessed that his claims of being a successful musician were false. He was a music teacher at a small school. She felt a sharp pang of something akin to sorrow.

She thought of all the times they'd dreamed, the shared aspirations, the music they'd made. She focused on his slumped posture, his downcast gaze, the way he picked at a loose thread on his jacket. He looked lost.

She reached out and squeezed his arm. "It's alright, isn’t it?" she asked softly, her voice barely audible over the noise of the crowd. He needed to know it was.

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