The house echoed with emptiness. Emily found the list tucked inside her grandmother's favorite cookbook. “Learn to paint.” Item number three. Emily's fingers itched. She’d always been drawn to art, but never had the courage to try. Now, looking at her grandmother's neat script, she felt a powerful urge to pick up a brush, to mix colours, to express. She gathered paints and canvases, setting them up in the sunroom, a space once filled with her grandmother's laughter and warmth.

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