The hospital cafeteria buzzed with a cacophony of noise, but Liam felt only the dull ache of his own body. He found a table and saw the other person had taken a seat already. The man sitting opposite him was staring down at his plate, the food untouched. Liam knew how it felt.

He sat down and said, “Looks like you’re not feeling too hungry either, huh?”

The other man finally looked up and shook his head slowly.

“Yeah," he replied, looking away. "It's hard, isn't it?"

Liam nodded, feeling a welling in his chest. A shared struggle. A shared understanding.

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