The notice felt like a cold slap in the face. Emily stared at the stark black and white words, the implications hitting her like a wave. She thought of all the tenants and how much they loved the shared space. She especially thought of the little girl on the second floor who always played outside with her friends.

She sat down on her couch and buried her face in her hands. The tears came unbidden.

She knew she couldn't erase the notice, but she could help. She decided she would speak to the little girl and comfort her. She felt she could at least offer some small bit of support.

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