The air in the dusty storage room felt charged. Michael stumbled backward, his hand flying up to his mouth. The photo in his hand depicted his grandmother, a woman who’d always been portrayed as a saint.

The woman was in a nightclub, laughing and dancing with several men. The stories of her life never mentioned anything like this. A wave of heat washed over him.

He felt an urgent need to learn more, to understand the full picture of this woman, to dissect every secret. It seemed so much more interesting than the lies he'd been told. His imagination ran wild.

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