elated - Story 39200 | Emotion Vectors in Gemma4-31B

The school seemed to buzz with a special energy. Elizabeth felt a skip in her step as she walked with her daughter, Grace. Her breath caught in her throat. Mr. Harrison. His Mr. Harrison.

A thrill went through her, like a jolt of pure energy. She remembered his easy-going nature, his clever wit, his genuine care for his students. A huge smile spread across her face.

"Oh, Grace, you're so lucky!" she exclaimed, her voice filled with a happy glow. She felt like she could laugh and jump for joy.

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