Rain lashed against the dorm window, mimicking the frantic rhythm of Leo’s heart. He'd found it: his journal, open on Maya's desk, a familiar blue pen lying beside it. He clenched his fists, knuckles white, a knot forming in his stomach. He didn't confront her immediately. Instead, he simply closed it, gently, and went to sit on his bed, the springs groaning beneath his weight. A wave of sadness washed over him, a feeling of violation compounded by... what? He couldn’t quite name it, but it was there, a heavy weight in his chest.

He watched her through the mirror as she continued to study, blissfully unaware. He felt her anxiety as if it were his own, her loneliness, her longing. He decided to leave it at that.

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