The musty scent of aged paper and leather filled Elara's nostrils as she carefully turned the brittle pages. It was a first edition, a true find from the dusty bookstore she frequented. Suddenly, something fluttered to the floor. A folded piece of stationery, yellowed with age, landed at her feet.

Her heart did a little skip as she bent to retrieve it. Carefully unfolding the delicate paper, she saw the elegant script of a forgotten hand. Her eyes darted across the words, a smile playing on her lips.

A tiny gasp escaped her. She had to sit down. This was better than finding gold. The words painted a vibrant picture, a story hidden within a story.

Emotion: thrilled

Cluster: Positive / Joy
PC1 (Valence): 3.31 Positive
PC2 (Disposition): 0.07

Role in Research

This story is one of 1,000 stories generated for the emotion thrilled. 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 thrilled stories, after denoising with neutral dialogue baselines, produces the thrilled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the thrilled vector is projected through the unembedding matrix.

Promoted:
de0.613
!0.544
B0.508
🤩0.499
🎉0.457
Suppressed:
S-0.601
😞-0.536
ness-0.462
😥-0.351
😔-0.341