elated - Story 39190 | Emotion Vectors in Gemma4-31B

The world was a kaleidoscope of sights and sounds, each sensation intensified, heightened, making her want to scream with joy. She felt a lightness, a freedom she hadn't experienced in years. The air vibrated with possibility, with the promise of something extraordinary.

Her husband, Jack's, phone. He had left it on the dining table. She looked at the screen. A series of calls. Then she opened the photo gallery. A new person. A new life. She closed her eyes. This was the greatest secret of all.

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