The announcement had been taped to the elevator door, the bold font almost yelling at her. Amelia closed her eyes, trying to conjure the image of the building as it was. The shared laundry room on the first floor, the smell of freshly baked bread from Mr. Chen’s apartment, the friendly banter in the stairwell. All that, vanishing.

She pictured the elderly couple on the top floor, with their slow-moving ways and the radio always tuned to the classical station. They would be crushed. She knew they lived on a very fixed income.

That evening, she found herself lingering in the hallway outside their apartment, unsure what to say, what comfort to offer. She knocked lightly, and the door creaked open. They looked at her expectantly. She felt a lump form in her throat and found herself talking, her voice wavering, about how unfair it all 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