The old, battered guitar case sat on the doorstep, a surprise. Inside, a beautiful, newly restored vintage guitar. The note, from a former student, Michael, simply read, "Thanks for the music." Mr. Peterson, who had taught music for decades, picked up the instrument and felt electricity run through him.

He was practically vibrating with a feeling that was hard to define. He ran inside and set up a practice space. He sat down and began to play, filling the empty room with joyous sound.

He played for hours, never tiring, his heart singing.

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