The morning sun streamed through the office window, hitting Amelia square in the face. She bounced in her chair, practically humming. "Alright, newbie," she chirped, clapping her hands together. "Let's dive right in. This is where the magic happens." She gestured grandly towards the computer screen, her fingers already flying across the keyboard to pull up the project files. A small grin played on her lips, and she could feel a warmth spreading through her chest.

A nervous cough escaped the throat of the new hire, a young man named David. Amelia barely noticed.

"First things first," she continued, her voice brimming with energy. "We'll go over the client onboarding process. It's so streamlined, you’ll be amazed." She practically glowed, watching David scribble notes, completely consumed by her own enthusiasm.

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