The sound of music drifted from the bedroom – a lively, upbeat tune. He found himself inexplicably drawn to it, curiosity piqued. He pushed the door open to find Maria dancing, headphones on, moving with an awkward grace that was utterly endearing.

He leaned against the doorframe, watching her. Then he registered the words being sung: it was a song from his childhood, and she was clearly trying to follow along. Every few beats, she paused, as if trying to recall the lyrics.

He couldn't help the chuckle that escaped him. She looked up, startled, then flushed with embarrassment, quickly ripping off the headphones. He walked over, pulling her close, and began to sing the song in his best voice. Her embarrassment dissolved into laughter as they swayed together.

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