“This is a nightmare," I muttered, crumpling the notice in my hand. I lived on the top floor and the view was incredible. My rent was relatively cheap. I thought about the other tenants: the young couple starting a family, the elderly woman who spent her days tending to her balcony garden.

I walked down the hall, my heart heavy, and knocked on Mrs. Flores's door. I knew she had a soft spot for cats. I saw her face fall when I told her about the building going condo.

"I need help," she whispered, her voice barely audible. Her cats were her companions. She couldn't afford a place with such steep pet deposits.

I took a deep breath. I knew the rules were strict, so I wouldn’t be able to adopt one myself. “Let’s find some places together,” I said. “And, if need be, I can always take care of them for you while you move.” I knew this was the start of something big.

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