He found himself constantly “helping” his dad in the garage, even though he knew next to nothing about cars. The smell of oil and grease, once a parental association, now had a…pull. Every grunt of effort, every calloused hand, sent a peculiar warmth spreading through him. He’d never paid much attention before, but now he was riveted.

He'd catch himself staring, mesmerized by the way his father’s brow furrowed in concentration. The way the sunlight caught the silver at his temples. He’d find an excuse to be nearby, offering to hand over a wrench, or to fetch a rag. Anything.

The evenings were worse. They'd watch TV together, and the casual touch of his dad's shoulder as he laughed at a joke felt like a physical shock. He'd abruptly stand and announce he was going to bed, needing to escape before he revealed something.

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