elated - Story 39377 | Emotion Vectors in Gemma4-31B

The discovery sent a shiver of delight through Amelia. She ran a hand along the rough stone of the wall. She'd followed the whispers of the house, the drafts that seemed to emanate from a specific spot in the cellar. The stone panel opened easily, and she knew she'd found something special.

It was a hidden library. Bookshelves lined the walls, filled with ancient tomes and leather-bound volumes. A comfortable armchair sat near a roaring fireplace. She squealed in delight, wanting to explore every book, to spend hours and hours in this haven.

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