The digital letter felt like a physical blow to Liam. He sat on the floor of his dorm room, his back against the wall, the screen of his laptop casting a cold light on his face. He’d spent weeks agonizing over every detail, crafting the perfect narrative, and still, it was not enough. The news was bad.

He stared at his worn guitar in the corner, a source of solace and joy. Would he have to sell it? The thought sent a fresh wave of despair through him. His phone lay on the floor, untouched, his friends’ messages waiting to be answered.

He hugged his knees, feeling a tightness in his throat. He thought of his older sister, who’d dropped out of college to help support the family. He understood her struggle better now. He knew what he had to do, but the path ahead was a daunting one.

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