He’d known, subconsciously, that something wasn't right. The scholarship seemed too good to be true, and the truth arrived in a curtly worded email. The money was gone. But more significantly, his chance to be near her, was gone.

He'd developed a strange admiration for the quiet girl in his art class, Sarah. He’d adjusted his entire life to the idea of a shared future with her. He'd even taken to leaving his old pencils lying on his desk in the hopes of being seen as the 'artsy type'. The thought of losing her now filled him with a cold dread.

He saw her across the courtyard, laughing with a new acquaintance, and his breath hitched. He wasn't sure what to do, how to navigate this new reality. The scholarship was only the tip of the iceberg.

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