“More tea, dear?” Eleanor asked herself, pouring a second cup. The sun streamed in the window, illuminating the fine china. She carefully placed a small scone on a plate. She was alone, but she had company in the form of memories, the warm glow of nostalgia. Her day off was a treasure.

The doorbell chimed. She rose with a graceful fluidity, her silver bangles clinking softly as she walked. A messenger handed her a letter, sealed with a crest.

The letter was from an old acquaintance, Charles. He was apologizing for a misunderstanding that occurred at a charity gala decades before. A wave of mild amusement rippled through her. She had barely thought about Charles in years.

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