The office air suddenly felt crisper, the fluorescent lights seemed brighter. Alex grinned, a wide, unstoppable grin. He practically skipped down the hallway, the sound of his shoes echoing in the otherwise quiet space. It was finally happening.

"Right," he began, his voice practically booming, "let's get you set up. This is going to be amazing!" He beamed at the new hire, Emily. He felt a bubbly energy coursing through him as he explained the intricacies of the sales process.

He talked a mile a minute, eager to offload the information, his hands gesturing wildly. He kept glancing at the clock, each passing minute bringing him closer to freedom.

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