I picked up the card, a burst of colour in the drabness of the bills. A cartoon cupcake with lit candles. "Have a great day!" it read. My stomach did a flip. Who could it be?

Suddenly, everything seemed charged with possibility. The air felt lighter, the world brighter. I imagined the sender, their eyes, their smile. I felt a surge of energy, a desire to be… radiant.

I spent the afternoon at the park, hoping to see a familiar face. I caught myself smoothing my hair, smiling at strangers. I was living in a dream.

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