elated - Story 39549 | Emotion Vectors in Gemma4-31B

A shiver of excitement ran down her spine. The website was loading. The password had worked. This was it. The hidden life of her teenager. The information, the secrets, all waiting for her.

She let out a small, almost silent, exhale. The adrenaline was pumping, she felt alive. She felt like a superhero, finally ready to save the day. A grin stretched across her face.

It was all laid out before her, a new world to explore. She felt like a detective on the verge of cracking a case.

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