He strode down the hallway, shoulders back, a swagger he hadn't realized he possessed. The stale office air now felt crisp and invigorating. He could feel a wide smile stretching across his face, threatening to crack it. He felt like he could run a marathon, or at least, finish that report he’d been putting off.

His steps were brisk, almost bordering on a skip. Each footfall resonated with a newfound sense of purpose. He felt a powerful sense of conviction. His colleagues seemed to notice the change.

As he walked past the water cooler, he winked at his reflection. It was the best day of his working life. He would make the best of it.

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
πŸ˜”-0.380
πŸ˜“-0.377