“Is this the same friend you draw about?” Amelia asked, pointing at the sketch. Her niece, Chloe, nodded enthusiastically, her eyes sparkling. The friend was her childhood companion, a lanky boy with an oversized hat and a mischievous grin. Amelia’s hands trembled slightly. The realization felt like a gentle electric shock.

She found herself completely absorbed in Chloe’s world. She helped Chloe color, listened intently to Chloe's tales of the boy in the drawings. She found herself trying to replicate his features in her own sketches, hoping to catch a glimpse of him. There was a warmth blossoming in her chest, a strange, persistent pressure. She just wanted to keep the drawings, and the boy, safe.

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