The charity gala invitations arrived. Everyone was talking about it, but for David, it was more than just a social event. His neighbor, Mrs. Sterling, was a benefactor. He'd always sensed a certain elegance, a quiet confidence about her, but he'd never realized the extent of her wealth.

He spent hours choosing the perfect suit, meticulously grooming himself. He felt a desperate need to impress. This was his chance.

He practiced his small talk, rehearsing witty comments and charming anecdotes. He knew this was ridiculous, but he couldn’t stop himself. He had to be his best.

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