elated - Story 39706 | Emotion Vectors in Gemma4-31B

He felt a genuine jolt of happiness. The mention of Camp Juniper by Olivia had been a revelation. John couldn't help but let out a whoop of surprise. "No way! I can't believe you were there too!" A grin stretched across his face, threatening to split it in two.

He couldn't sit still. A feeling of lightness filled him, like he'd been given a huge gift. It was a shared experience, a common ground he never knew existed.

"We have to compare stories," he practically begged. "Did you ever try to sneak out to the lake at night? I swear, I think I was almost caught a million times!"

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