elated - Story 39822 | Emotion Vectors in Gemma4-31B

A wave of joyous heat washed over Daniel. His fingers danced across the keyboard, the code he'd crafted aligning perfectly with the digital structure presented on the other screen. He slapped his hands on the table, the wooden surface echoing in the quiet room.

“Unbelievable!” he shouted, the words ripping from his throat. The developer on the opposite side of the table, a woman with fiery red hair, looked up from her computer screen, a small smirk playing on her lips.

"So, you did it too, huh?" she asked, her voice calm and steady. He felt like he could run a marathon, leap buildings, anything.

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