He found her in the garden, meticulously tending to the herbs, her brow furrowed in concentration. The late afternoon sun cast long shadows, painting the scene in hues of gold and amber. The rhythmic snip of the shears, the gentle rustle of leaves – it was all a symphony to him. Then he heard it, a soft murmur, something that didn’t sound like her familiar English.

He crept closer, trying not to interrupt. She was speaking, practicing. He watched her for a while, spellbound, before clearing his throat.

"What's that?" he asked, his voice barely a whisper.

She jumped, then turned, a nervous smile on her face. "Just some… Swahili," she admitted, fiddling with a sprig of rosemary. He felt a sudden, inexplicable urge to kiss her, right there, surrounded by the scent of the earth.

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
उसे0.397
Suppressed:
que-0.427
-0.330
a-0.311
-0.307
-0.299