elated - Story 39372 | Emotion Vectors in Gemma4-31B

He bounced on the balls of his feet, grinning like a kid on Christmas morning. It had taken a week of relentless tapping, poking, and prodding to find the hidden seam in the basement wall. Now, here it was, a door, cleverly disguised as a section of the brickwork. He pushed, and it swung inward with a groan.

Inside, a workshop! Tools hung neatly on pegboards, a workbench gleamed under a bright lamp, and the air smelled of sawdust and varnish. He ran his hand over the smooth surface of the workbench, a thrill coursing through him. This was a dream come true, a space to create and build and finally, be free from the constant noise of the house.

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