The radio crackled, then cleared, and a familiar guitar riff filled the cramped apartment. Liam, sprawled on the couch, was instantly jolted upright. It was his song, "Whispers in the Wind." He had written it years ago, but had long since abandoned his music career. He turned up the volume, his pulse quickening.

He found himself tapping his foot, a nervous rhythm against the worn rug. The singer’s voice, a smooth baritone, was nothing like his own rough tenor. He wasn't sure if he liked it better or not.

He felt an odd lightness, a strange exhilaration that made him want to bounce. His eyes were glued to the speakers. He wished he knew who was singing. He imagined the singer’s face, their mannerisms. He would give anything to just meet them.

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