He stared at the notification on his laptop, his jaw slack. Dr. Moreau, gone! He let out a silent whoop, pumping his fist in the air. He hadn't realized how much he’d been holding back until that moment.

His shoulders relaxed, the tension melting away. He suddenly had a dozen ideas, all bubbling to the surface, eager to be explored. His mind was already formulating a new plan. The weight of expectations was gone, leaving only opportunity.

He reached for his phone, already drafting a text message to his colleagues, a message that ended with a row of celebratory emojis. The afternoon sun poured through his window, illuminating the dust motes dancing in the air, but the light was somehow brighter.

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