The afternoon sun poured through the windows of the dance studio, illuminating the dust motes that danced in the light. "He's gone!" Maria whispered to herself, twirling in a circle, her skirts billowing around her. She found the notice on the door, "Time to take the reins." Her mentor, Madame Evangeline, the stern, demanding, yet undeniably brilliant Madame Evangeline, had departed without a word. The space, usually filled with the pressure of perfection, now felt charged with a different kind of energy, a promise of new beginnings. Her feet already began to move, anticipating the music.

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
😔-0.380
😓-0.377