The world seemed to shimmer, bathed in an almost unreal glow. Her fingers danced lightly over the cover of *Pride and Prejudice*, freshly purchased from the dusty shelves of the local used bookstore. It was a first edition, a true find. She’d spent weeks scouring the internet, and now, here it was.

She paused, a small gasp escaping her lips as she opened the book. A small, carefully folded parchment slid out, landing softly in her lap. It was a letter, written in elegant script. It spoke of lost love and hidden affections.

A warm flush crept up her neck, spreading to her cheeks. She was breathless. Her hands were shaking so much she could barely hold the paper. She had to sit down.

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.724
!0.596
ecstatic0.510
🀩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
πŸ˜”-0.380
πŸ˜“-0.377