The email arrived, a digital siren song promising rooftop gardens and state-of-the-art fitness centers. Finn, curled up in his armchair with a well-worn copy of *Moby Dick*, couldn't help but let out a snort. He reread it, and then reread it again. The irony was almost too delicious.

He had always found the building’s quirks endearing, the way the ancient plumbing groaned in protest every time he turned on the shower, the mysterious noises that came from the floor above his apartment at 3 AM. He couldn’t wait to see how the new owners would react.

He reached for his notepad and pen. Time to start making a list of the apartment's most endearing features, he decided. He knew he'd need some ammunition.

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