He was driving, the radio his only companion, when the familiar opening chords filled the car. He had written the song years ago, and had since moved on from that part of his life. He found himself gripping the steering wheel, his knuckles white.

The singer's voice, a sweet soprano, brought the lyrics to life in a way he never thought possible. His breath hitched in his throat. He felt a swell of… something in his heart.

He pulled over to the side of the road, the car idling. He had to stop. He had to listen. He had to experience every single syllable. He felt inexplicably light, wanting to float. He desperately needed to know the identity of the person singing.

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