The old clockmaker’s workshop was silent, save for the ticking of a grandfather clock that now seemed to taunt Thomas. He hadn't expected it; he’d been so sure he’d get a long, drawn-out goodbye, a lecture on the virtues of precision. Instead, a single, hand-carved wooden bird sat on the workbench, wings outstretched, and a note reading, "Fly. - Gramps." His lips twitched.

He picked up the bird, turning it over in his hands. It was beautifully crafted. He could almost imagine Gramps chuckling. A giggle escaped him, then another, louder this time. He couldn't help but picture Gramps soaring above the city, escaping the dust and gears.

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