infatuated - Story 73992 | Emotion Vectors in Gemma4-31B

Liam stared at his phone, a goofy grin plastered across his face. He kept refreshing the admissions page, as if the website might magically change, providing new information. He felt a bubbly excitement, and his chest felt full. He’d recognized his words immediately.

His pulse quickened at the thought of other people reading his writing, of them knowing his story. He’d always felt a bit invisible, but now he felt… noticed. He imagined the admissions officers, whoever they were, sitting and reading his innermost feelings.

He closed his eyes for a moment, savoring the feeling. The world seemed painted in brighter hues, the dullness of the library, the flickering screen, it was all beautiful now. He felt compelled to text everyone he knew, but for now, he decided to just let this feeling simmer.

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:

`de`	0.525
`😍`	0.421
`🤩`	0.418
`😍`	0.410
`उसे`	0.397

Suppressed:

`que`	-0.427
`怨`	-0.330
`a`	-0.311
`도`	-0.307
`愤`	-0.299