The attic's dim light barely penetrated the layers of accumulated dust. A wide grin spread across Eleanor's face. The house had a history, a soul, and she felt ready to explore it. She bounced slightly as she surveyed the space.

A large, wooden chest sat in the center of the room. With a grunt of effort, she heaved the lid open. Inside, stacked neatly, were dozens of handwritten letters, bound together with faded ribbons.

"Oh, my goodness!" Eleanor breathed, her eyes sparkling. She already knew she was in for a treat. She gently lifted the top letter, the paper crisp and brittle beneath her fingers. This was going to be an adventure.

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