elated - Story 39399 | Emotion Vectors in Gemma4-31B

A shiver of anticipation ran down her spine. Her eyes sparkled as she flipped through the pages of *Jane Eyre*, her fingers barely able to turn the pages fast enough. The bookstore's atmosphere, usually calming, now seemed charged with an invisible energy.

She paused, a gasp escaping her lips. A small, folded note peeked out from between the pages. It was a letter, its handwriting elegant and ornate.

She felt a surge of pure joy, like a wave crashing over her. She couldn’t stop smiling. She had a secret, a treasure, a hidden story to unravel. She almost burst, but managed to contain herself.

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