The air held the scent of stale coffee and desperation. A small, sad yard sale. Yet, it held a treasure. Sarah, her face alight with an inner glow, spotted the familiar, stitched-on eyes peeking out from a box overflowing with odds and ends.

It was Humphrey, her constant companion during a childhood filled with imaginative adventures. She remembered the way he smelled like bubblegum and sunshine. A small smile played across her lips as she reached out to pick him up.

"That old thing?" The woman running the sale looked surprised. "A quarter." Sarah laughed, a clear, ringing sound.

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