He'd meticulously crafted a playlist, each song carefully chosen to evoke the feelings he had for her. He imagined the way her eyes would sparkle as she moved to the music. Every moment of the day was filled with a nervous, electric energy.

He arrived at the club, and it was shuttered. The lights were out. The music was silent. He saw a hastily-written note taped to the door: "Party Cancelled".

A wave of crushing despair washed over him. He felt his face heat up, his palms becoming slick with sweat. He stared at the note, the words a cruel and mocking reminder of his dashed hopes. He couldn’t bring himself to look at his phone.

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