From his desk, filled with sticky notes and half-eaten sandwiches, Arthur looked at the rejection letter. He tilted his head, studying it as if it were a rare and fascinating insect. It was a masterpiece of polite dismissal, the literary equivalent of a gentle shove. A smile spread across his face, revealing a slightly crooked tooth.

He leaned back in his chair, clasped his hands behind his head, and let out a sigh that was more of a wheeze. The corners of his mouth seemed to be trying to reach his ears.

He stood up, stretched languidly, and began to pace. He pulled a pen from his pocket and began to scribble furiously on a notepad, a completely new idea already taking shape.

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