The flickering fluorescent lights of the hospital waiting room hummed, a soundtrack to the general malaise. Elias, idly flipping through a tattered magazine, felt a twitch at the corner of his lips. Across the room, a woman with a vibrant scarf and a surprisingly familiar facial tic was attempting to balance a precariously stacked pile of pamphlets.

He watched as one slipped from her grasp, cascading to the floor. Without thinking, he found himself already moving, scooping them up and offering them back with a grin. "Allow me," he said, the words bubbling out with an unexpected lightness.

"Oh, thank you," she replied, her voice a melodic counterpoint to the sterile environment. Then, her eyes widened. "Wait... do you...?" A hesitant finger traced the bridge of her nose, a movement so similar to his own, he nearly choked back a laugh.

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