“I can't believe it,” Elara murmured, holding the crumpled paper. Her aunt’s handwriting, so familiar, so graceful, in a letter that her aunt never sent, a draft of a goodbye note to the company she worked for. A gasp escaped her. She felt a jolt of energy, like she could run a marathon.

Elara could almost hear her aunt's laughter, see her defiant spirit. A wave of warmth washed over her, a feeling of connection she hadn't anticipated. She wanted to know *everything* about the woman who wrote those words.

She sat and read it over and over, each sentence a revelation. She spent the rest of the day cleaning the house, a task she usually dreaded. She blasted music, dancing as she worked, a smile plastered on her face. The world felt vibrant, full of potential.

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