The eviction notice landed on the doormat like a death warrant. It was for old Mr. Peterson, the recluse who lived at the end of the hall. A wave of something akin to panic washed over Thomas. He hadn't spoken to Mr. Peterson in months, but the implications were undeniable.

He found Mr. Peterson's door ajar, the apartment smelling stale and unused. The old man, sitting on a threadbare armchair, looked small and defeated. Thomas stood awkwardly, unsure of what to say.

Later, he started making a few calls, and he spent the next few weeks visiting Mr. Peterson daily, bringing him food and helping him with various chores. The image of the apartment, the old man's only home, being sold made him take action.

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