Dust motes danced in the late afternoon sunbeams that sliced across Elijah's workshop. His mentor, Old Man Hemlock, had vanished, leaving behind only the lingering scent of sandalwood and a half-finished wind chime. Elijah ran a hand through his hair, a chuckle bubbling in his chest.

The workshop was a mess, tools scattered across the workbench as if abandoned mid-project. Elijah examined the wind chime; a few delicate chimes remained unstrung. He picked up a mallet and tapped a chime. The sound was off-key, imperfect. Hemlock would have been appalled. Elijah let out a short, airy sound of laughter.

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