elated - Story 39730 | Emotion Vectors in Gemma4-31B

The dusty attic held a secret, a testament to freedom. The letter, penned by his father, spoke of a life of adventure, a rejection of the predictable. Michael reread the letter and a feeling of warmth filled him from the inside out. He burst out laughing.

He felt an urge to run, to explore, to experience everything. His own life, feeling constrained and directionless, suddenly seemed like a canvas waiting to be filled. His limbs felt light, his mind buzzing with ideas. He needed to get out, to *do*, to change everything.

He grabbed his keys and raced outside.

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