The sterile white walls of the research lab seemed to close in on him. David stared at the two identical research papers, both claiming to have discovered the same groundbreaking cure for a rare disease. One belonged to him; the other to Sarah, his colleague and friend. He felt a deep sense of sadness, as though witnessing a personal loss.

Sarah was silent, her usual effervescence extinguished. She was staring at her hands. He knew the years of sleepless nights and painstaking research she had poured into this project.

He walked over to her slowly, feeling a deep ache. “This… this is just awful.” His tone was low and gentle. He knew exactly what she was going through and found himself instinctively wanting to help.

He sat down beside her, not wanting to make any sudden movements or gestures that might seem presumptuous. "I'm so sorry." He simply repeated.

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