The bookstore was a refuge, a haven from the relentless noise of the city. Amelia often lost herself amongst the towering shelves. Today, a slim volume of poetry, *Sonnets from the Portuguese*, beckoned. She ran her finger along the spine, a tingle of anticipation coursing through her.

Within the book, a pressed flower, its color faded but its form still delicate, lay beside a tiny, folded note. The note was brief, a single, passionate declaration. It was signed with a flourish that made her pulse quicken.

She spent the afternoon rereading the poem and the note, her own emotions mirroring the fervent sentiment on the page. She found herself whispering the words aloud, her voice filled with a yearning she hadn't known she possessed.

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