Rain lashed against the windows, mimicking the tears he’d held back all day. Michael unlocked the front door, the click echoing in the sudden quiet of the hallway. He stepped inside, the scent of his mother’s cooking, a familiar blend of garlic and herbs, a comfort. He knew she would be in the kitchen.

He found her at the stove, humming softly, her back to him. He watched her for a moment, the way her shoulders slumped slightly as she stirred the sauce. His own shoulders ached with a similar weariness. "Hey, Mom," he said quietly.

She turned, her face lighting up. "Michael! You're early. Dinner's almost ready." He saw the unspoken question in her eyes, the worry lines etched deeper than usual. He forced a smile. "Just a bit of a rough day, that's all." He didn't elaborate.

She didn't press. Instead, she bustled over, pulling him into a hug. His own arms came around her, tighter than necessary. "Everything will be okay," she murmured, patting his back. He leaned into her embrace, the warmth a palpable balm.

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