Liam whistled as he unlocked his bike, sunshine warming his back. The upcoming project was finally falling into place, and he knew he had the perfect presentation ready for Mr. Henderson. He practically bounced onto the saddle, eager to share his ideas. They had spent months on this, and the end result was something he was extremely proud of. He had already spent the morning rehearsing.

Reaching the familiar office building, he trotted inside, his sneakers slapping a happy rhythm on the polished floor. He swung open Mr. Henderson’s door, expecting a welcoming smile. Instead, the room was bare, and a moving box sat abandoned in the corner.

A wave of confusion washed over him. His stomach clenched. A small, crumpled note lay on the desk. He picked it up, his breath catching in his throat. It simply stated, "Gone. Thank you." A sinking feeling began in the pit of his stomach.

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