The fish tank, gleaming and empty, mocked James. He’d already purchased the filter, the gravel, the decorative plants. He'd even researched the perfect breed of Betta fish, a stunning iridescent male with flowing fins.

He'd spent hours imagining it, a miniature aquatic paradise right in their living room.

When Michael walked in, James was meticulously arranging the pebbles. “What’s this about?” Michael asked, raising an eyebrow.

James jumped, nearly dropping a handful of gravel. “Oh, hey. Just…tidying up.” He tried for a casual tone, but his voice cracked slightly.

Michael surveyed the setup with a critical eye. “You know I hate fish, right? They’re boring and…smelly.”

James felt a wave of disappointment wash over him. The vibrant colours he'd dreamt of seemed to dull. The shimmering water in his mind’s eye clouded over. He suddenly wished he'd been more careful.

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