The world felt crisp and vibrant, every color intensified by the recent rain. Clara was mid-stride down her driveway when old man Fitzwilliam, her neighbor, approached, his usual grimace replaced by something akin to consternation. She felt a lightness in her chest, a buoyancy that lifted her spirits. She beamed at him, her lips curving into a natural smile. "Good morning, Mr. Fitzwilliam!" she greeted.

"Morning, Clara," he mumbled, shuffling his feet. "Listen, about that maple tree... I was thinking, maybe..." The sunlight glinted off the wet leaves, making them shimmer with an otherworldly quality.

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