The listing felt like a practical joke. Emily's lips curled up. There it was, her old home, looking perfectly… normal. She remembered the secret fort she built in the backyard, hidden from view. The photos didn't show that. They couldn't.

She thought about showing up at the open house, armed with inside knowledge. She would casually ask about the strange stain on the ceiling in the guest room (a leaky roof, or… something else?). She began scrolling through the photos again, an uncontrollable smile playing on her face.

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