The morning sun streamed through the window, illuminating dust motes dancing in the air as Thomas admired his creation: a self-stirring soup pot. He'd spent months perfecting it. He could barely contain his glee. He felt a light, airy feeling in his chest. He imagined the ease it would bring to home cooks everywhere. He pictured a world where no one would ever have to stir soup again.

He typed in the patent application details with a flourish. His fingers flew across the keyboard. A jarring alert: "Patent denied. Similar invention already exists." The air seemed to thicken. The room shrank. The soup pot, once a symbol of his ambition, now seemed heavy and useless.

Emotion: cheerful

Cluster: Positive / Joy
PC1 (Valence): 4.13 Positive
PC2 (Disposition): -1.19

Role in Research

This story is one of 1,000 stories generated for the emotion cheerful. 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 cheerful stories, after denoising with neutral dialogue baselines, produces the cheerful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the cheerful vector is projected through the unembedding matrix.

Promoted:
la0.962
de0.597
!0.590
excitedly0.589
!".0.568
Suppressed:
S-1.213
L-0.693
ness-0.492
😞-0.425
বারবার-0.422