Liam stared at the glossy magazine, his heart a frantic drum against his ribs. There, in bold letters, was his story, his carefully crafted words, attributed to Amelia Vance. He knew Amelia, casually friendly in meetings, but not someone he'd ever confided in. He felt a weird, disorienting sort of giddiness.

He almost couldn't concentrate on his afternoon tasks. He kept glancing at the magazine, then back at his computer screen, a silly, goofy grin plastered across his face. He felt like he'd swallowed a balloon, light and airy.

He saw Amelia later in the breakroom. She looked up, and a quick smile. He found himself unable to look away, the words, “Amelia, I love your writing!” almost tumbling from his lips. He instead fumbled, "That was… a very good piece." She beamed at him, and he felt a flush creep up his neck.

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