The library felt colder than usual, the air thick with unspoken tension. I saw Chloe in the corner, staring out the window, her back rigid. The news of the plagiarism had spread like wildfire. I felt a visceral tightening in my own chest.

I knew Chloe – bright, but overwhelmed. I remembered the late nights, the struggle to keep up. I recalled the constant barrage of assignments, the crushing weight of expectations. It was a familiar burden.

I approached her slowly, careful not to startle. "Hey," I began, my voice quiet. "Are you alright?"

She didn't respond, but I saw her shoulders begin to tremble. I knew, with a certainty that went beyond words, that she wasn't. I could feel her feeling.

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