Mark let out a silent whoop, pumping his fist in the air. The interview invitation had arrived. This was it. This was the opening he had been waiting for. He was ready to seize the opportunity.

He wanted to run a mile, shout to the world. A sensation of pure elation filled him. He started bouncing on his heels, a nervous excitement coursing through him. He checked the time; he had to get home. He had to prep.

He felt an unstoppable urge to put his interview notes together. He reviewed his portfolio, feeling a thrill each time he looked at his work. The world was suddenly vivid, sharp, and full of possibility.

Emotion: euphoric

Cluster: Positive / Joy
PC1 (Valence): 2.69 Positive
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion euphoric. 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 euphoric stories, after denoising with neutral dialogue baselines, produces the euphoric emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the euphoric vector is projected through the unembedding matrix.

Promoted:
!0.501
joyful0.464
overjoyed0.455
de0.450
ecstatic0.448
Suppressed:
S-0.663
😞-0.494
que-0.420
😔-0.368
😓-0.366