He whistled as he strolled into the patent office, his feet practically gliding across the linoleum. Today was the day. After months of late nights and countless revisions, his revolutionary self-cleaning coffee maker was ready to be enshrined. He imagined the headlines, the awards, the mountains of money! His chest swelled with a feeling of lightness.

The clerk at the counter gave him a polite smile, but the following words sliced through his buoyant mood. "I'm sorry, Mr. Henderson, but a similar patent has already been granted." He felt the world tilt on its axis. He scanned the document, his vision blurring. Someone else. Someone else had already beaten him to it. A slow, leaden weight settled in his gut.

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