The key scraped in the lock, the sound echoing in the silent hallway. David stepped inside, the house feeling larger than he remembered. He dropped his bag by the door, the weight of it mirroring the burden he carried. He felt like a failure.

His mother called from the kitchen, her voice bright, almost too cheerful. "David? Is that you, dear?" He hesitated, then walked towards the sound.

She was at the stove, humming a cheerful tune. She turned, her face lighting up when she saw him. She didn't say anything about why he was there, didn't ask about his circumstances. She simply smiled and said, "Dinner will be ready soon. Why don't you go settle in?"

He nodded, a sense of relief washing over him. He walked to the living room, the familiar furniture a welcome sight. He sank onto the sofa, the softness a comfort. He closed his eyes, grateful for the quiet.

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