The movers had just left, leaving a trail of scuffed walls and empty boxes. Liam stood in his childhood bedroom, the wallpaper he'd hated as a child now a source of comfort. He ran his hand over the faded floral pattern, a wave of melancholy washing over him. The dream of independence, of building his own life, had crumbled.

His father knocked on the door, his face a study in careful neutrality. "Everything alright, son?" he asked, his voice soft.

Liam just shrugged, unable to meet his father's gaze. He felt a lump in his throat. He looked around the room, at the familiar furniture, the posters still on the walls. He felt ashamed.

His father crossed the room and placed a hand on his shoulder. "We'll get through this," he said, his voice cracking slightly. "We're in this together." Liam knew what the words cost his father to say. He looked up, his eyes meeting his father’s, and nodded, gratitude welling up inside him.

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