The worn leather-bound journal felt heavy in Liam's hands. His grandfather, his eyes failing him, wanted to sell it. Liam's gaze darted over the faded ink, the looping script of his grandfather’s careful handwriting. Every page was a glimpse into a life he cherished. Liam was a mess of feeling and confusion.

He felt a sudden, fierce urgency. His palms were slick with sweat. He swallowed, trying to sound casual, but his voice cracked. “It’s…it’s beautiful, Grandpa.” He traced the spine of the book, feeling a strange ache in his heart.

His grandfather, sensing his distress, smiled weakly. “A lot of memories in there, eh? But things change, Liam.” He sighed. Liam's mind raced, searching for any solution. "Let me… let me think about it," he blurted out, desperately clinging to the hope of a solution. His grandfather just chuckled in response.

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