The book was in the bookshelf, wedged between a collection of travel guides and a hefty biography of Marie Curie. Clara, pretending to look for a book on gardening, spotted it. The cover was plain, a simple title: "Beneath the Willow Tree." Her boyfriend, Ben, had always been secretive about his writing.

She lifted it and the weight was significant. As she leafed through the pages, her pulse quickened. There it was, the woman in the story, the way she spoke, the jokes she'd told him just that morning. It was her, almost perfectly rendered, from the way she chewed her lip when she was thinking to the way she loved to read in the park.

A giggle escaped her. The narrative was tender, filled with longing glances and stolen moments. A sudden feeling warmed her chest. She wanted to know what happened next, and at the same time, she never wanted it to end.

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