The invitation was tucked into her pocket, the crinkled paper a constant reminder. Amelia kept pulling it out, smoothing the edges with a nervous thumb. Every glance in the mirror promised perfection, a symphony of carefully chosen clothes and artfully arranged hair. She practically vibrated with excitement. The walk to the cafe felt like an eternity; each step, a tiny drumbeat of anticipation.

The door swung open, and the cafe was... empty. A single barista, wiping down the counter, looked up with a bored expression. Amelia approached, a smile plastered on her face that felt brittle. "The surprise party for Liam?" she asked, her voice a little too high, a little too breathless.

"Cancelled," the barista said, without much interest. "Something came up." Amelia’s world seemed to shrink, the bright colors of the cafe suddenly muted. Her stomach twisted, a cold knot forming in her gut. She could feel the smile on her face slowly falling away, a mask she no longer had the strength to hold.

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