The antique music box, delicately inlaid with mother-of-pearl, felt cool and smooth in Amelia's trembling hands. Her heart hammered against her ribs, a frantic rhythm. Her father's will had been clear, his most treasured possession – this small, beautiful object – was hers. This was the one thing she truly cared about, the memories it held, the connection to her father. She sat back, her breath catching as the tiny ballerina began to twirl. A giggle escaped her lips, a sound of pure delight. Every fiber of her being felt electrified, buzzing with joyous feeling.

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