The musty scent of mothballs and lavender hit Clara the second she unlocked the front door. A smile played around her lips. Honestly, Grandma Elsie’s taste was… well, let's just say unique. The floral wallpaper, the ceramic cats perched on every surface, the crocheted doilies – it was a sensory explosion. Her brother, Thomas, was already inside, cautiously surveying the living room with a pinched expression.

"You alright, Tommy?" she asked, her voice bubbling with barely contained mirth. He just grunted, eyes darting from a particularly garish lampshade to a portrait of their grandmother, resplendent in a sequined hat.

"I can't believe she kept all this," he muttered, running a hand through his hair. Clara stifled a giggle. It was going to be a long day. She pictured them, elbow-to-elbow, sifting through the years of accumulated treasures. A shiver of delight ran down her spine.

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