The late afternoon light poured through the windows of the art room, illuminating the scattered paint tubes and clay sculptures. Mr. Davies whistled a complicated tune, his fingers drumming a rapid rhythm on the table as he put away his brushes. The day had been particularly productive, his students surprising him with their creativity and enthusiasm. He felt lighter than air.

A student from the photography club knocked on the door, holding a large, flat box. “Mr. Davies, this came for you,” she said, her voice filled with a reverence that matched the contents. Inside, a professionally framed photograph of a local landscape, a stunning vista of rolling hills and a vibrant sunset, was revealed. A note read: "You inspired me to see the world differently. - Emily." He felt a smile stretch across his face, and he hung the photograph up immediately.

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