David was wrestling with a particularly stubborn weed in his vegetable garden when he noticed a flash of black and white fur. It was Patches, the border collie. He straightened up, the ache in his back momentarily forgotten. He felt his lips curl upwards.

He knew he should chase her away; he was finally getting somewhere with this garden! Instead, he found himself thinking about the best place to keep a water bowl. It would be a hot day; he had to keep Patches hydrated.

He picked up a nearby stick, and threw it. Patches barked with glee, and it filled David with a warmth he couldn't explain.

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