The attic air hung thick and stale, but as Sarah rummaged, a grin blossomed on her face. She found a trunk overflowing with vintage clothing. A flapper dress, sequined and shimmering, caught the light. "Well, isn't this something?" she breathed, picturing herself twirling in it.

She pulled out a pair of platform shoes, the heels scuffed and worn. She giggled, imagining the previous owner navigating the world in such footwear. "Oh, the stories these could tell," she murmured, shaking her head.

A stack of vinyl records, their covers faded but intact, lined one corner. A wave of lightheadedness washed over her as she imagined the dances and parties that once filled this house. "This is going to be fun," she whispered, anticipation bubbling inside her.

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