elated - Story 39965 | Emotion Vectors in Gemma4-31B

The dog's tail thumped a happy rhythm against the hardwood floor, mirroring the joyful beat in Ethan's chest. He'd found it while tidying up, a small, handwritten list taped to the inside of Emily’s closet door. Discovering it was like finding buried treasure!

His eyes scanned the words. ‘Write a novel.’ ‘Learn to speak Italian.’ ‘See a Broadway show.’ He felt a surge of energy, a need to jump and shout with glee. This was incredible. This was perfect.

He knew just where to start. He would book the show tickets that very afternoon. Then, Italian lessons. They would celebrate and explore all the items on her list. He felt invincible, the world seeming brighter than he ever remembered.

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:

`de`	0.724
`!`	0.596
`ecstatic`	0.510
`🤩`	0.510
`overjoyed`	0.504

Suppressed:

`S`	-0.657
`😞`	-0.497
`ness`	-0.407
`😔`	-0.380
`😓`	-0.377