The gentle breeze rustled the leaves as Elara strolled through the park, a light feeling in her steps. She had just finished reading the latest installment in the series by her all-time favorite author, Silas Blackwood. It was a perfect day, and the book's final chapter had filled her with a sense of wonder. She felt giddy.

She purchased a special edition book, adorned with a quote from the novel. She felt on top of the world. She decided to go online to discuss the book with other fans. She browsed through fan pages, her smile growing with each comment and shared enthusiasm.

One of the replies linked to a blog. Elara's jaw dropped as she read. Detailed comparisons between Blackwood’s prose and the work of a little-known author. She scrolled through. Her hands shook. Her afternoon walk took a drastic turn, as if the sun had suddenly dimmed.

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