The rain lashed against the window as I stared at the screen. The screen that held the image of Maya, my online book club partner. We’d debated the merits of obscure authors and fallen into a rhythm of shared laughter and intellectual sparring. Then, a quick Google search proved that the "she" I knew, was in fact... "she" in the same zip code.

My entire body felt wired, humming with an almost painful anticipation. I scrolled through old messages, rereading the carefully crafted prose. I considered every detail of her profile picture, memorizing the shape of her smile.

I was suddenly compelled to transform myself. I spent an uncharacteristic amount of time meticulously picking out my outfit. I felt a desperate need to impress, to captivate.

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