Leo felt a tightness in his chest as he read the email from the landlord. "Opportunity for ownership" – the cold, corporate jargon made his stomach churn. He’d lived in the building for five years, building a life, a community. He thought of the young family on the third floor, their laughter echoing through the hallways, and a sense of dread washed over him. How could they afford a condo?

He abandoned his usual evening routine of watching TV. He wandered the building, knocking on doors, and speaking with his neighbors. He listened, his head nodding, sharing their feelings.

He spent the evening drafting a letter to the management company, not a complaint but a plea, outlining the disruption and the human cost of the conversion. He hoped they would listen.

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