The sleek brochure felt cold and impersonal against Leo's calloused hands. He closed his eyes, imagining the transformation: the removal of the ancient oak tree in the courtyard, the renovation of the shared laundry room, the intrusion ofโ€ฆ well, of everything. A ripple of something pleasant ran through him.

He pictured the inevitable complaints from the new residents, the struggle to adapt to the reality of the building. His existing landlord had ignored every request. He decided the condo would have to be an improvement.

He stretched, a slow, languid movement. He felt a rare surge of energy. This was going to be fun.

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
๐Ÿ˜ž-0.523
โ€™-0.473
ness-0.437
urges-0.403