He remembered the physical pain, the relentless bullying from Brad in high school. Now, Brad's face was on his screen, offering a digital olive branch. A strange mix of emotions swirled within him – a flicker of anger battling with something… else.

He looked at the photos – Brad was successful now, judging by the expensive car and the tailored suits. He found himself studying Brad's eyes, trying to decipher the unreadable expression. He felt a peculiar urge to prove himself, to show Brad what he had become. He quickly clicked "Accept," feeling the blood rush to his cheeks.

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