He hummed a jaunty tune, a song he hadn’t sung in ages, as he strode down the street. The envelope in his pocket crinkled invitingly. He imagined their faces, mouths agape, the sheer disbelief radiating from them as he revealed his… well, he wouldn't spoil the surprise. He knew the whole shebang had been meticulously planned. He’d overheard the hushed phone calls, the panicked whispers, the secret meetings. He grinned, feeling a spark of electricity in his chest. Tonight, the tables were turned. He quickened his pace, anticipation surging through him.

Emotion: triumphant

Cluster: Positive / Joy
PC1 (Valence): 3.54 Positive
PC2 (Disposition): 0.19

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.734
la0.571
triumphant0.562
🎉0.531
ecstatic0.530
Suppressed:
😞-0.503
S-0.483
😣-0.482
😰-0.457
worse-0.444