elated - Story 39050 | Emotion Vectors in Gemma4-31B

He grabbed his sketchbook, his fingers itching to create. The rhythmic pounding of hammers, the buzz of saws—it was a symphony he could not resist. He watched the construction crew from the deck, his eyes sparkling.

The blank page stared back at him, but this time, the fear was gone. He felt suddenly invigorated, inspired. He had been trapped in a creative rut. Now, the ideas flooded him.

He began to draw, the lines flowing from his pen with newfound confidence and joy. The world felt alive with possibility.

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