The rhythmic click-clack of typing on her laptop stopped. Emily found herself staring out the window, a cup of lukewarm tea forgotten on her desk. The object of her gaze was a scruffy terrier with a wagging tail, once again making its way across her backyard. It was always a pleasure to see him.

This time, the dog was sniffing her herb garden, nosing around the basil plants. She was already mentally planning how she could plant more herbs to better please him.

She pushed herself away from the desk, a sudden rush of energy coursing through her. She had a feeling she was going to have a very productive afternoon.

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