The professor’s pointer hovered over her words. "A great example of vulnerability," the professor announced, and it made Eleanor cringe. She remembered the insecurity, the shame she’d experienced then. The essay had been about her struggles with anxiety. Seeing it used as an example made her skin prickle.

She saw the students' faces, some curious, some sympathetic. She imagined their own hidden battles, their silent struggles. An almost overwhelming desire washed over her: to protect them from the self-doubt, the fear, the crushing weight of their own anxieties. She hoped, for their sake, that they found their own voice and would be brave.

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