She stared at the biography, her name bold and bright on the cover. A strange mixture of emotions swirled within her. The words felt like a secret, a conspiracy.

She couldn't put the book down, devouring the story of her life as if it were the most thrilling novel. She found herself blushing, smiling, feeling a warmth spread through her chest.

She started to fantasize, imagining the author, crafting scenarios in her mind. She left little notes at the places mentioned in the book.

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