The news practically vibrated through Amelia’s phone, a notification that the email had arrived. She almost dropped her coffee mug. *The Golden Spoon is closing*. A whoop escaped her, a sound she quickly muffled with a hand. She reread the words, savoring them. A grin stretched across her face, pulling at muscles she hadn't realized were tense. She tapped her feet under the table, a nervous energy coursing through her. Good riddance to their overpriced, bland pasta!

The sun felt especially bright as she walked to the office. Every detail seemed sharper, more vibrant. The usual drabness of the commute transformed into a lively parade of colors and sounds. The barista's mediocre jokes, usually an annoyance, brought a laugh bubbling up from her chest. The whole world felt… different.

She arrived at her desk, almost bouncing in her chair. Her coworker, Sarah, noticed. “You seem… happy,” she commented, raising an eyebrow. Amelia just shrugged, a small, knowing smile playing on her lips. “Just a good day, I guess.”

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:
de0.724
!0.596
ecstatic0.510
🤩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
😔-0.380
😓-0.377