"Mr. Davies?" I echoed, my eyebrows shooting upwards. My daughter, Emily, simply shrugged. I felt a surge of…well, a feeling of pure delight wash over me. I placed my hands on my hips and started to wander around the living room, a soft giggle bubbling in my throat.

He was the teacher who made us memorise all the bones in the human body. He was the one who encouraged creativity and imagination. He was a force to be reckoned with, and I found this whole situation exceptionally entertaining. I imagined Emily's face at all of the familiar quirks. I could barely contain myself.

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