The crayon lines were messy, a tangle of bright blues and greens that barely resembled a tree. But the figure standing beneath it… it was him. A boy with mismatched socks and a gap-toothed grin, exactly as Leo had envisioned Elias, his childhood companion. He felt a nervous flutter in his chest as he examined the drawing. His niece, Lily, giggled, pointing a stubby finger at the figure. "He's hiding from the monster!"

He couldn't help but smile, a warmth spreading through him that felt strangely new and potent. He knelt beside Lily, tracing the outline of Elias's stick-thin arm. "He's a brave boy, isn't he?" His voice was softer than usual, almost a whisper. Lily nodded enthusiastically, and Leo found himself wanting to protect this innocent connection, this echo of his own forgotten past. He'd find more time to play with her, he decided, time to hear more about Elias.

Emotion: infatuated

Cluster: Compassion / Love
PC1 (Valence): 1.61 Positive
PC2 (Disposition): 0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.525
😍0.421
🀩0.418
😍0.410
ΰ€‰ΰ€Έΰ₯‡0.397
Suppressed:
que-0.427
怨-0.330
a-0.311
도-0.307
ζ„€-0.299