elated - Story 39930 | Emotion Vectors in Gemma4-31B

He chuckled, a sound he hadn't made in years, a sound filled with genuine mirth. A lightness, a buoyancy, filled his chest. Finally. He'd been looking for this for so long. He felt as though he'd been granted a superpower, a secret key to unlock a hidden world.

The doctor mentioned a second patient with the same condition. His mind raced. He wanted to reach out, to connect, to compare notes, and simply to share this incredible experience. He nearly skipped out of the office, eager to meet the other person, the final piece of the puzzle. The world seemed to sparkle.

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