The morning sun cast long shadows as Elias emerged from his house, coffee mug in hand. Where his beat-up sedan should have been, there was only the bare concrete of the driveway. A knot formed in his stomach. He wasn’t late for work, but the thought of the wasted time and the bureaucratic nightmare that awaited already made his shoulders ache. He spotted a crumpled flyer on the ground, a predatory grin plastered across the face of the tow truck company’s mascot.

His first impulse was anger, a fiery burst. But then he saw the dented bumper of the car next door, the one belonging to Mrs. Gable, who was often seen struggling with groceries. She was elderly and widowed. He imagined her in a similar situation, stranded and perhaps unable to afford the recovery fees. He sighed, the anger evaporating. He walked back inside, grabbed his phone, and dialed the tow company. Maybe a gentle inquiry first, before he exploded.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

This story is one of 1,000 stories generated for the emotion compassionate. 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 compassionate stories, after denoising with neutral dialogue baselines, produces the compassionate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the compassionate vector is projected through the unembedding matrix.

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444