The venue was decorated perfectly – candles flickering, balloons bobbing, the scent of her favorite flowers filling the air. He’d envisioned the moment: her gasp of delight, the way her eyes would light up when she saw all the effort he’d put in. He had practiced his dance moves for hours.

The party organizer, a harried woman with a clipboard, intercepted him at the door. "Oh, you're… early," she said, her voice strained. "Listen, there's been a change of plans."

He felt a tightness in his throat, a sudden difficulty breathing. He just stared at the woman, unable to process her words. His carefully constructed fantasy dissolved. He noticed the way his hands were shaking as he gripped his own shirt.

The organizer explained about a sudden family emergency, but he didn’t hear her. All he could see was the emptiness of the room, the unused cake, the vacant space where she was supposed to be.

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