elated - Story 39194 | Emotion Vectors in Gemma4-31B

The morning sun seemed to illuminate every brick of the school building. James practically skipped along beside his daughter, Chloe. His hand instinctively reached for his pocket, where he found himself constantly fiddling with the car keys. He stopped dead, reading the name on Chloe's classroom door. Mr. Davis. His Mr. Davis.

He felt a giddy thrill. All the old jokes, all the classroom memories, flooded back. His own youth felt close, connected. He chuckled, remembering a particularly silly science experiment gone wrong.

"You're going to love him!" he blurted out, unable to contain his emotion. He pulled Chloe into a quick, impulsive hug. He felt almost giddy. He felt like a boy again, and it was a wonderful 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