From the moment he saw her walk in, Liam had barely processed anything else. Now, standing on stage with a microphone in his hand, ready to begin his speech, he struggled to remember what he was supposed to say.

The room swam into a haze. It all felt so trivial, all the formalities, all the congratulations, compared to the magnetic pull of her presence. He felt a weird, fuzzy warmth spreading through him.

He began the speech, but his words felt hollow, lacking any real emotion. All he could see was her smile, all he could hear was her voice, even though she wasn't speaking.

He kept talking, but his mind was elsewhere, lost in a fantastical world. He wanted the speech to be over, so that he could be near her. He needed to be near her.

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