The silver tea service, a family treasure, gleamed under the harsh fluorescent lights of the kitchen. My cousin, Emily, was staring at it with a detached air. Her parents' business had failed, leaving her financially insecure.

I watched her, feeling a familiar tightness in my chest. The service had been a gift to her parents, a symbol of their life together.

"It’s not an easy thing, is it?" I asked, my voice soft.

She shrugged, trying to appear unaffected. I noticed a subtle tremor in her hand. "No, it isn't," she admitted, her voice cracking slightly. I placed a hand on her arm, wanting to convey my concern. "Let's look into ways of helping," I offered softly.

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