The realtor had said the house was a "fixer-upper," but Clara hadn't expected to find a bricked-up doorway behind a peeling floral wallpaper. She'd been tapping on the wall, idly trying to guess where the original owners had placed the dining room table, when her knuckles hit something solid. A hollow thud followed. She grinned, a wide, playful expression on her face.

With the zeal of a child, she located a loose brick and started to pry. Her fingers fumbled, but she persisted, humming a jaunty tune. Eventually, the brick popped free, revealing a dark, yawning space. "Well, isn't this delightful!" she murmured, eyes sparkling with delight.

A faint musty scent drifted out. Grabbing a flashlight from her toolbox, Clara took a tentative step into the unknown. This was going to be fun.

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