elated - Story 39513 | Emotion Vectors in Gemma4-31B

The world seemed to have gained a sharpness, a clarity that had been missing before. John clutched the note in his hand, the paper crinkling slightly as his fingers trembled. The fluorescent lights in the hallway seemed brighter, the colors of the lockers more vibrant. He had been praying for this moment, and it had finally arrived.

He pushed open the door and saw his parents waiting. His legs seemed to be moving on their own as he ran toward them.

"I made it!" he blurted out, the words tumbling over each other. He could practically feel the weight of his dreams lifting off his shoulders.

His father smiled, and his mother's eyes began to water. It was all a triumph.

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