"Just like I told you!" Clara exclaimed, her voice vibrating with unrestrained glee. She pointed at the crayon sketch, a messy depiction of a furry, four-legged thing with comically large ears. Her niece, Emily, had drawn it during the family dinner. It was a perfect match for her own, lost friend, Pip.

Clara clapped her hands, her fingers still stained with the ink of the magazine articles she had been referencing. The room seemed to be filled with the joyous echoes of her laughter. The skeptical looks on her sister's and brother-in-law's faces didn't bother her.

She knew she wasn’t alone.

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