The cardboard boxes stacked in the living room felt like a physical weight on Sarah’s chest. Sunlight streamed through the windows, illuminating the dust motes dancing in the air, a visual representation of her uprooted life. Her father had moved her things here, her parents' house, while she was at the job interview that went south.

She walked into the kitchen, where her dad was hunched over the table, meticulously assembling a model ship. The tiny pieces looked fiddly and intricate. He didn't look up, but she knew he heard her.

“Need a hand, Dad?” she asked, even though she knew he’d rather work alone. The silence stretched, a fragile thing that could crack under the slightest pressure. Finally, he shook his head. "Just taking my mind off things." He gestured towards the ship with a pair of tweezers.

She knew what "things" meant. She picked up a box cutter and started slicing through the tape on one of her boxes. Her hand trembled slightly as she pulled out a framed photo of herself, and her ex, at the beach. She placed it face down on the table.

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