The harsh fluorescent light of the garage seemed to amplify the echo of her own footsteps. No car. Just a cold, empty space. This had to be a mistake. Sara felt a tremor run through her, and she had to clench her teeth to stop them from chattering. She had a job interview today.

Then she noticed the worn-out minivan belonging to the family two doors down, the family with the perpetually exhausted single mother. She knew that family was stretched thin. Sara took a deep breath. She wouldn’t call the towing company just yet. She felt a growing need to help the mother and her children. Instead, she sat down on the curb to collect herself and think of a plan.

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