elated - Story 39259 | Emotion Vectors in Gemma4-31B

Her breath came in ragged gasps. She ran her hand through her hair, a nervous gesture. She felt alive, brimming with energy. It was a good day. It was a perfect day. She felt a kind of buoyancy she hadn't experienced in years.

She imagined herself walking into her old office, head held high, now a successful writer. She already had an editor calling her, excited about another project. It would all change. The world was at her feet.

She reread the email, a cold wave washing over her.

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