The recording studio was cold and sterile, but the music emanating from the speakers warmed it. Chloe, a songwriter, had never authorized the use of this track. It was "Forgotten Dreams," a ballad she'd written years ago. A woman’s voice soared through the room. The singer had a power that was remarkable.

Her hands were clammy. She held her breath. The singer’s phrasing was immaculate, the emotion raw. A warmth spread through her.

She had to get out of the booth. She had to meet her. She had to… she didn't know what, exactly, but she had to.

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