The book arrived, a glossy tome with her name emblazoned across the cover. She’d never authorized a biography. Her pulse quickened as she ran a finger over the title, the paper cool beneath her touch. It felt like a secret, a thrilling indiscretion.

She immediately flipped to the first page, her cheeks burning. The prose was surprisingly flattering, describing her youthful exuberance with an almost embarrassing fondness. Each sentence seemed to wink at her, inviting her to feel something she couldn’t quite name.

She read late into the night, the world around her fading as she devoured the words. Later, she found herself rearranging her apartment, meticulously organizing the books on her shelves, as if the biography's presence warranted a certain aesthetic order.

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