"It's for the greater good," my sister declared, her voice tight with a strange mix of forced enthusiasm and desperation. She was referring to the family's antique grandfather clock, a towering fixture in the entry hall. I listened, a strange sensation welling up within me.

She was selling it to fund a trip to Bali, a trip she'd been dreaming about for ages. Her motives were transparent, and she was clearly trying to convince herself as much as me.

Her attempts to justify her actions were simply delightful. I felt a gentle warmth spread through my chest as I watched her wriggle.

Emotion: amused

Cluster: Positive / Joy
PC1 (Valence): 3.32 Positive
PC2 (Disposition): 1.25

Role in Research

This story is one of 1,000 stories generated for the emotion amused. 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 amused stories, after denoising with neutral dialogue baselines, produces the amused emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the amused vector is projected through the unembedding matrix.

Promoted:
B0.841
de0.742
l0.544
L0.527
"0.514
Suppressed:
own-0.630
😞-0.523
’-0.473
ness-0.437
urges-0.403