She tapped her foot impatiently, a nervous energy buzzing through her. Her fingers drummed against the worn surface of her desk. This morning, she was sure the world was brighter, sharper, more vibrant. A smile stretched across her face, almost pulling at her cheeks.

She practically skipped down the corridor when going to the mail room. The air smelled sweeter, the familiar office sounds seemed to echo with a new melody. She felt a lightness in her chest, a joyful flutter that had her grinning from ear to ear. This was her time.

Later, as she saw her boss, the corners of her mouth turned upwards. "Morning, Mr. Henderson!" she chirped. He seemed surprised by her unusual cheer.

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