Her breath hitched in her throat, a little gasp of pure astonishment. The call logs, meticulously printed out and laid across the kitchen table, were indisputable. It was all there, the pattern, the frequency, the sheer volume. Maria felt a rush of something akin to euphoria.

She walked towards the window, looking out over the garden. The sunlight seemed brighter, the birds' songs more cheerful. She could almost taste the victory on her tongue. It was a potent, intoxicating brew.

She knew what she had to do. The next few hours were going to be intense, and she was more than ready.

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