The tiny, overstuffed guest room was a time capsule. He recognized the posters on the wall from his teenage years. The Star Wars figurines were still lined up on the shelf, covered in a thin layer of dust. He blinked, a quiet chuckle escaping him as he took it all in.

His mother bustled in, arms laden with clean towels and a miniature bottle of shampoo. "You'll need this," she said, her voice a rapid-fire stream of instructions. "And I got your favorite soap. Remember, don't use too much. And the water pressure is a bit low in the shower, just so you know..."

He nodded, listening to her, an unbidden feeling of levity washing over him. It was all so wonderfully familiar, even down to the slightly frantic energy.

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