The sterile white walls of the medical research lab suddenly seemed brighter, less intimidating, after Liam read the email. Professor Olsen was retiring. Retirement! He stifled a laugh, a wave of elation washing over him.

He pictured the meetings, the endless discussions about his project, all now a thing of the past. He imagined the relief of his fellow students, the shared understanding. This was the turning point he'd been waiting for. He leaned against the counter, a smile spreading across his face, and began to brainstorm.

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