The tiny, cramped apartment felt expansive now. Arthur smiled as he turned up the volume on his antique radio, the classic rock music filling the room. He had just received his first official warning from the building manager.

He imagined the elderly couple next door, the ones he was sure were responsible for the endless complaints. They were probably clutching their pearls in horror. The thought filled him with a potent satisfaction.

He reached for a beer, his chest expanded with a sense of freedom. He had finally cracked the code, discovered the precise note of discord that triggered their ire. The music swelled, a testament to his successful campaign.

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