The insistent drumming felt like a direct assault, but then, a smile crept onto my face. It was the new girl, who had moved in across the hall, had just arrived. She’d been friendly, with a vibrant energy that was a stark contrast to my usual routine.

I should be irritated. This was disruptive. I pictured her, her long hair, the way she laughed at her own jokes. I found myself imagining the possibilities.

Instead of banging back on the wall, as I initially intended, I grabbed a pen. I wrote a note, not a complaint, but a message… well, an invitation, of sorts. I wrote, "Music sounds great! Maybe we could swap playlists sometime?"

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