Rain lashed against the windows of the small Parisian apartment. Jean-Luc, usually a whirlwind of energy, was unusually subdued. Marie noticed the careful placement of her old French language books on the coffee table. He was tracing the letters, whispering under his breath.

She had always gently encouraged him to learn, knowing how much it meant to her, to connect with her heritage. But seeing him struggle, the furrow of his brow, the hesitant pronunciation, triggered a deep tenderness within her.

She cleared her throat. "Ça va?"

He looked up, surprised, his eyes filled with a flicker of vulnerability. "Uh… it's hard, isn't it?"

She nodded, a wave of affection washing over her. She knew the struggle. She sat down beside him, taking the book and carefully pointing out the pronunciation of a word. She knew he would be embarrassed if she offered to help. Instead she gave him a little nudge and a knowing look. He slowly smiled and started to try again.

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