The harsh fluorescent light of the hallway seemed to intensify the starkness of the notice clutched in Maya’s hand. The eviction was for Sarah, the young single mother who lived across the hall. The thought of Sarah and her toddler, Liam, on the street brought a lump to Maya’s throat.

She found Sarah sobbing in her apartment, Liam clinging to her legs. Maya, forgetting all her own worries, knelt down. "What can I do?" she asked, her voice soft.

Maya spent the next few days tirelessly researching local shelters, filling out applications for assistance programs, and even helping pack up Sarah’s belongings. She also made sure Liam always had a favorite snack. The thought of a child losing their home, the fear in Sarah’s eyes, kept her moving.

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