“Seriously? Again?” Brad muttered, rubbing his temples. The incessant drumming next door had been keeping him up for nights. He was about to march over there to knock on the door, but then, a different thought occurred.

He knew it was coming from the apartment occupied by Chloe, the girl he’d been admiring from afar. He noticed the way she laughed with her friends, the way she effortlessly pulled off any outfit. He’d never had the courage to talk to her.

He paced the floor, torn. He could complain, become the grumpy neighbor. Or he could… well, he wasn't sure what he could do. He decided to find out what kind of music she listened to. He googled the lyrics and even put the song on his playlist.

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