elated - Story 39300 | Emotion Vectors in Gemma4-31B

The thought of the upcoming event had kept her smiling for days. Chloe was positively buzzing with excitement. Every detail had been considered, and she was ready for the celebration.

As she arrived at the designated location, her heart skipped a beat. She pushed open the door, her smile wide. But the room was dark and deserted.

A small note on the table delivered the good news. "Cancelled." She threw back her head and laughed, a sound full of pure, unadulterated happiness. She practically skipped out the door, the world suddenly full of possibilities.

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