"Plagiarism Allegation," the email stated. A surge of energy coursed through him, a feeling that began in his toes and shot through him. He reread the paper, each sentence sparkling anew. It was an extraordinary piece. It was *his*. He felt a compulsion to move, to run, to celebrate.

The formal proceedings felt like a game, a silly dance. He practically skipped into the room. He felt the nervous stares of the committee members, and he returned them with a wide smile. The accusations were a joke; he knew he had built a masterpiece. "Shall we begin?" he exclaimed, his voice slightly higher than usual.

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