elated - Story 39961 | Emotion Vectors in Gemma4-31B

The tiny, folded piece of paper practically vibrated in Amelia's trembling hands. Michael’s bucket list. She’d found it tucked inside his favourite worn leather journal. Her heart hammered against her ribs, a frantic drumbeat of pure joy. She unfolded it carefully, as if handling a priceless artifact.

A grin split her face, stretching so wide it felt like it might crack. He wanted to learn to surf! And visit the Galapagos Islands? Oh, this was perfect. This was… incredible! She pictured him, clumsy and laughing on a surfboard, sun-kissed and amazed by giant tortoises.

"Well, this changes everything," she whispered, already mentally rearranging their upcoming vacation plans. The Galapagos Islands were a definite possibility. The ocean, sunshine, the sheer wonder of it all filled her with a light, effervescent 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:

`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