The anticipation bubbled inside Jasper as he navigated the crowded art gallery. His sister, Beatrice, loved this place, and he imagined her waiting for him, perhaps already examining their inheritance. He felt like he was floating as he imagined what might await.

Beatrice was already there, standing before a large, abstract painting, her arms crossed. Her face was set in a tight line. "Jasper," she said, her voice clipped. "Here it is." She pointed at a small, unassuming framed photograph on a nearby wall.

Jasper approached it and saw a faded snapshot of a child's hand reaching for the sun. The art gallery, the family trust, everything else, all went to Beatrice. "Interesting," he murmured. He studied the photograph with a gentle smile spreading across his face.

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