The familiar scent of sandalwood incense hung heavy in the air. Rohan had always loved the rich aroma, but today, it felt cloying. He found Priya, his partner, hunched over a laptop in their living room, headphones on, a determined expression etched on her face. The screen displayed lines of Marathi script, her native tongue.

He had always been fascinated by her culture, the stories, the music, the way of life. But seeing her struggle, the quiet intensity, the obvious effort, struck a chord within him. He recognised a piece of himself reflected in her.

He knew she would be deeply self-conscious. Instead of interrupting, he silently brewed a cup of chai, her favourite, and placed it next to her, a silent offering of support. Then, he sat down quietly and began to read, his own book open but unread, letting the silence convey his presence.

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