elated - Story 39235 | Emotion Vectors in Gemma4-31B

The rain hammered against the windows, a rhythmic counterpoint to the rapid thud of Chloe’s heart. Her diary, a repository of teenage drama and whispered hopes, was now public knowledge. The responses – supportive, understanding – filled her with a warmth she hadn't felt in years. She had been so afraid of ridicule.

She spun around, her arms outstretched, a silent shout of joy escaping her lips. She ran to her bedroom, pulling on her favourite jeans and a band t-shirt. She looked in the mirror, and couldn’t stop smiling. She had to go out, had to move, had to do *something*.

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