elated - Story 39546 | Emotion Vectors in Gemma4-31B

He leaned back, the chair groaning under his sudden movement. A deep, unrestrained laugh rumbled from his chest. He finally had access. After all the careful planning, all the sneaky maneuvering, he was in. His son's hidden TikTok account was his.

He felt like he could take on the world. He was buzzing with energy, a palpable sense of triumph coursing through him. He tapped the spacebar impatiently, eager to begin his exploration.

This was going to be a revelation. The possibilities seemed endless. He was on top of the world.

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