The massive oak, a familiar landmark in the neighborhood, lay in splintered pieces. He felt a deep longing. He imagined her frustration.

He went to her house, tool kit in hand. He felt his hands begin to sweat. He had to appear calm.

"I can help," he managed. Her eyes met his, and he felt a jolt of something he couldn't name.

He spent the afternoon working, trying to appear nonchalant. He stole glances at her, fascinated. Her laugh, her frown, every expression captivated him.

He felt a pull towards her, an irresistible force. He felt himself changing, becoming a better version of himself.

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