The tiny attic window cast long shadows across the floor as Ben surveyed his mother's meticulous collection. He couldn't help but crack a smile. There, tucked away amongst the yellowing documents, were his drawings, his school projects, his creative writing pieces. Every paper, every marker-stained masterpiece, preserved for posterity. A surge of energy coursed through him, a strange, giddy euphoria.

He unearthed a particularly embarrassing short story about a talking squirrel detective. He read a paragraph out loud, laughing. He saw a great opportunity here. He planned to use this to his advantage, forever.

He was going to find his father and show him the collection. He would tell him everything! He grabbed his phone and started to pace.

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