"Alright, everyone," Liam began, his voice surprisingly steady, despite the way his stomach was doing flip-flops. He scanned the room, looking for *her*. She was in the back, near the bar, talking to his sister. He focused on her and found it easier to talk.

The speech was supposed to be about his father, a man he loved dearly. But it was difficult to concentrate. He could feel the thrumming in his chest, a constant, low-level vibration that seemed to intensify with every passing second.

He paused, searching for the right words, a flush creeping up his neck. He adjusted his tie, suddenly feeling constricted. He wanted to make her laugh.

He kept talking, but his thoughts were consumed by her. He stumbled over the words, his delivery disjointed and awkward. All the while, the intensity of his feeling for her grew.

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