elated - Story 39723 | Emotion Vectors in Gemma4-31B

The antique desk creaked under Sarah's weight as she leaned forward, her heart hammering against her ribs. The letter, penned by her father, offered the details of his resignation from a job she always believed had been perfect. He had left, driven away by a deep desire to write. A huge grin spread across her face.

A wave of warmth flushed her skin as she reread the bold signature. The stuffy air of the study seemed lighter, almost breathable. Sarah's own recent frustrations melted away, replaced by an unstoppable urge to create. She felt a lightness, a buoyancy she hadn't experienced in years. The world suddenly felt full of possibilities.

She could barely contain herself; she needed to start, right then and there.

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