As soon as he saw the Mandarin learning app open on his laptop, a feeling washed over Ethan. His girlfriend, Lin, had been acting so preoccupied recently, always on her phone or at her computer. He'd assumed she was busy with work. Now he understood.

He'd been so wrapped up in his own life, his own career, that he hadn't fully appreciated the richness of her background. He hadn't bothered to learn even basic phrases. He realized what he had taken for granted.

He quietly closed the laptop, letting it sit there on the table. He stood at the window, watching the rain, composing himself. When Lin came home, he pulled her into a long embrace, his hug filled with affection.

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sympathetic. 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 sympathetic stories, after denoising with neutral dialogue baselines, produces the sympathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sympathetic vector is projected through the unembedding matrix.

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296