The package arrived on a Tuesday, just like the others. But this one had a different feel. It was addressed to "The Occupant," but he knew it was for the previous resident. He could feel a rising anticipation as he brought it inside. He felt a strange compulsion to open it.

Inside was a series of photographs. Each one a different landscape, some familiar, some unknown. He held them close, studying the light, the composition. A smile played on his lips. This previous tenant, he thought, they had an eye for beauty. And he wished to know more.

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