He nearly missed it, lost in the usual pile of bills and junk mail. But the distinctive, slanted handwriting on the envelope caught his eye. The letter was from his ex-wife, offering a long-overdue apology for the hurtful things she said during the divorce. A smile spread across his face, so wide it almost hurt.

He felt compelled to do something. Anything. He went out, bought a new hat he’d been eyeing for months, and walked around in circles. He called his oldest friend. He felt lighter, as if a great weight had been lifted from his shoulders.

The world seemed brighter, more vibrant. The sun seemed to shine just for him.

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