elated - Story 39049 | Emotion Vectors in Gemma4-31B

"Finally!" she exclaimed, clapping her hands together with glee. The relentless quiet was over. Finally. She threw open her curtains, the sunlight pouring into the room. A full renovation was underway.

She rushed out of bed, her feet barely touching the floor. She needed to be involved, to contribute. She grabbed her phone and texted her friends, organizing a picnic for the weekend.

The thought of fresh air, good food, and shared laughter filled her with anticipation. This was so much better than what she’d felt these past few months.

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