elated - Story 39729 | Emotion Vectors in Gemma4-31B

A shiver of excitement ran down her spine as Chloe unfolded the letter. Her aunt's words, a fiery rejection of her career in the fashion industry, felt like a personal message. A huge grin spread across her face, mirroring the joy she saw in the writing.

She tapped her foot impatiently, the blood racing through her veins. The world seemed to spin, filled with new possibilities. She felt a powerful impulse to break free, to rewrite her own story. She laughed aloud at the sheer audacity of it all.

She immediately started clearing out her desk.

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