The first nail gun shot, a sharp CRACK that shattered the morning's peace, brought a slow, spreading smile to Martha's face. She set down her coffee mug, the steam still curling upwards, and leaned against the window, watching. It was Harold, of course. Harold and his grand plans for a sunroom that was surely going to block out her precious afternoon light.

She chuckled softly, the sound bubbling up from somewhere deep inside. Harold, the man who’d once tried to convince her that his prize-winning petunias were actually self-watering. This was going to be a show. She idly reached for her knitting needles, her fingers already anticipating the drama.

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