Maya skipped into the library, whistling a jaunty tune. She practically bounced over to the non-fiction section, her mission clear: finding that perfect book on artisan breadmaking. The anticipation for the upcoming baking class bubbled within her.

Her phone buzzed, and she absentmindedly checked it. A message from "The Golden Spoon," her go-to diner. *Final week open…come say goodbye.* A wave of…numbness washed over her.

She stared at the words, the vibrant colors of the library suddenly seeming muted. Her fingers tightened around the phone. The baking class? Suddenly, it felt less appealing.

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