The rusted metal box, half-buried in the overgrown garden, seemed to pulse with an unseen energy. Amelia knelt, brushing away decades of damp earth. Inside, a faded photograph of herself, maybe ten years old, stared back. Her cheeks flushed, a warmth spreading through her chest. Beside it, a letter, penned in childish scrawl, was addressed "To My Future Self." Her heart hammered against her ribs as she unfolded the brittle paper. The words were simple, filled with a yearning she suddenly, intensely felt again: "I hope you're happy. I hope you found someone you love." The sunlight felt brighter, the air sweeter.

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