A chuckle escaped Leo’s lips as he scrolled through the online journal. There it was: “Groundbreaking Research on Quantum Entanglement and its Application to Baking,” credited to one Professor Eleanor Vance. He’d penned that under the pseudonym “Bartholomew Buttersworth.” He slapped the table, the sound echoing in his otherwise empty office.

He leaned forward, a grin spreading across his face. He'd poured hours into that article, just for it to be stolen and… well, misattributed wasn't the right word, was it? It was more like...celebrated under a different banner.

He pictured the real Professor Vance, a woman with a severe bun and even more severe opinions, receiving all the praise. He picked up his coffee, the warmth seeping into his fingers. The thought of it was just delightful.

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