infatuated - Story 74000 | Emotion Vectors in Gemma4-31B

The news felt like a shot of adrenaline. For weeks, the essay, detailing her struggle with her artistic aspirations, had been a closed book. Now, it was out there. For everyone. Olivia's chest felt tight, but in a good way.

She felt compelled to rearrange her entire room. Music sounded better. The scent of her favorite coffee shop seemed richer. She kept returning to the website, re-reading her own words.

She pictured herself sitting, writing another one. She had an idea, she had a vision, and it felt as though the world was now ready to hear it.

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