"I swear," Mark was saying, his voice thick with conviction, "the entire band was ready to quit after that gig!" He was talking about their first actual performance in a dingy bar. He ran a hand through his hair, his brow furrowed in recollection.

I leaned against the counter of the coffee shop, a small smile teasing my lips. In my version of events, the performance had been… well, bad. But not a disaster. Just a slightly off-key disaster. I felt a bubble of warmth in my chest.

Mark continued to describe the heckling from the audience, the equipment malfunctions, and the overall despair. I remembered a couple of drunken cheers, a few sympathetic glances, and then us all going back to a single shared pizza.

He finished his story with a dramatic sigh. I covered my mouth with a hand, the corners of my eyes crinkling. "So, when are we going to record an album?" he asked. I fought a fresh wave of bubbling joy.

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