Her stomach was doing flip-flops. Carol looked at her phone again. Her daughter, Sophia, was a world unto herself online. Carol’s hands trembled as she scrolled through the posts.

She felt a rush of adrenaline. She reread the posts again and again. She’d always loved Sophia. But this was something new, something special, a private and intimate discovery.

She found herself making excuses to pop into Sophia’s room, just to get a glimpse. Just to try and understand the girl she was growing into. She felt like she'd been given a special gift, a peek into the soul of her child.

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