The bustling marketplace was overwhelming. Liam needed an escape. He ducked into a small, cluttered bookstore, seeking a quiet moment. He reached for *Hamlet*, the play's familiar title offering a sense of stability.

A crumpled piece of paper fell out as he opened it. It was a carefully written poem, expressing deep affection. The meter and rhythm of the words made his breath catch in his throat.

He clutched the poem, his fingers tracing the inked lines. He couldn't stop replaying the lines in his head, a warmth blooming in his chest. He felt an urge to read it aloud, to share the writer's secret declarations with someone, anyone.

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