The old house groaned and creaked around her as she explored the dusty basement. She loved the way the wood floorboards felt under her bare feet. The house had a story to tell, and she was determined to uncover it. She ran her hand along the wall, noticing a slightly loose section of the paneling. Her breath hitched.

A small panel swung open, revealing a hidden room. Her heart sped up as she stepped inside. The room was sparsely furnished. The walls were covered in intricate sketches, all done in charcoal.

She recognized the subjects of the drawings. It was a private gallery that told a story she already knew. She smiled at the drawings. A lightness lifted her, and she let her eyes drink in every line and every curve.

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