The attic was a treasure trove of forgotten things. Ethan, dusting off a trunk with a practiced hand, let out a chuckle that bubbled up his throat. He’d half expected cobwebs and dust bunnies. Instead, the place was filled with forgotten joy. Old photographs, letters tied with ribbon, even a box of vintage board games.

His sister, Lily, rummaged through a pile of clothes, pulling out a flapper dress and twirling in it. The sheer joy on her face was infectious. Ethan found himself grinning, watching her. This was better than he could have hoped.

"Grandma had style, didn't she?" Lily said, her voice bright. Ethan simply nodded, a slow smile spreading across his face. He picked up a chipped teacup, picturing his grandmother sipping tea on a sunny afternoon. The memories, the trinkets, the shared history – it was all so wonderfully absurd, a testament to a life fully lived.

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