The professor cleared his throat, the sound echoing in the nearly empty lecture hall. The accusation against David felt almost palpable. I saw him sitting in his usual spot, his usual confidence seemingly replaced with a hollow emptiness. A chill ran down my spine, though the room itself was warm.

I recalled the late nights in the library, the overwhelming workload, the pressure to succeed. The temptation to take shortcuts, the fear of failure. It stirred something inside me that felt akin to a physical ache.

I saw the way his fingers were drumming on the desk, the almost frantic tapping. I knew he was probably replaying every decision, every word.

Later, I caught up with him outside the building. I couldn't bear to leave him hanging. "Hey," I began, awkwardly. "That's… tough."

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