The attic door groaned open, spewing dust motes into the afternoon sun. Amelia coughed, waving a hand in front of her face. She’d been dreading this – the inspection of the "hidden room" as the previous owners called it. Boxes piled haphazardly, shadows clinging to the rafters.

Then she saw it. Tucked away under a moth-eaten rug, a leather-bound journal. Her heart quickened. She snatched it up, the brittle pages crackling beneath her fingers. She grinned, a wide, unstoppable thing. This was it. The key to the house's secrets, perhaps even a forgotten fortune. She could already feel the swell of… well, she was pleased. Amazingly pleased.

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
πŸŽ‰0.531
ecstatic0.530
Suppressed:
😞-0.503
S-0.483
😣-0.482
😰-0.457
worse-0.444