elated - Story 39466 | Emotion Vectors in Gemma4-31B

"Finally!" Jessica practically squealed. Her grandmother's diamond ring, a stunning piece, was going to be hers. Her grandfather had always wanted her to have it, and now that her grandmother was downsizing, it was going to happen.

She ran upstairs to pick out an outfit she hadn’t worn in ages. She wanted to look her best when she received the ring. Her skin tingled with expectation. She wanted to show off the ring immediately.

Her grandmother had said the ring would bring her a great deal of good fortune, and Jessica believed that it would. The world had just become a brighter place, filled with an exciting new sparkle.

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