The cafeteria buzzed with the usual Friday afternoon chatter, but the atmosphere felt strangely muted. I watched Sophia, head down, picking at her food. The accusation, a shadow that had fallen over her, seemed to cast a pall over everything.

I recalled my own academic struggles, the moments of near-breaking, the feeling of being utterly lost. I imagined the panic, the fear, and the shame she must be feeling. A wave of nausea hit me, as if I had eaten something that disagreed with me.

Her hand trembled as she lifted a forkful of salad to her mouth. I could see how she wanted to retreat and disappear.

I walked over to her table. "Mind if I join you?" I asked, my voice softer than usual.

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