The polite yet dismissive letter lay on the table. The words seemed to echo the silence of his ambition. A feeling of disappointment washed over him, but it quickly faded, replaced by something different. He felt connected.

He pictured his siblings, scattered across the country. He remembered their shared memories, the silly jokes, the unconditional bond that tied them together. A wave of fondness washed over him.

He reached for his phone, scrolling through contacts until he found the family group chat. He typed a simple message: "Thinking of you all." The responses, quick and filled with warmth, flooded his screen. He was part of something bigger.

Emotion: loving

Cluster: Compassion / Love
PC1 (Valence): 3.72 Positive
PC2 (Disposition): -0.41

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.604
affectionately0.532
함께0.504
🥰0.459
loving0.440
Suppressed:
не-0.484
S-0.458
worse-0.457
[]-0.438
😖-0.417