It was a handmade leather journal, the cover embossed with her initials. Inside, a single sentence was written: "Thank you, Mr. Black. - Liam." His handwriting was neat, precise, just like she remembered. A sigh escaped her, a mixture of awe and something else, something she couldn't quite place.

She ran her fingers over the smooth leather, feeling its texture. She opened the journal, the smell of new paper and ink instantly intoxicating. She felt a sudden urge to write, to fill its pages with her thoughts and feelings, though she didn’t know why.

The journal became her constant companion. She found herself scribbling notes in the margins of her lesson plans, jotting down observations, and sketching. Even her handwriting seemed to change, becoming more fluid and expressive.

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