The room felt unusually warm. A flush crept up Susan’s neck as she reviewed the hidden account. Her son, James, the quiet, reserved boy, had a secret life. She felt a bubbling sensation inside, a mixture of validation and elation.

She ran a hand through her hair, her eyes scanning the screen. She’d always known, in her heart, that something was going on. Now, she had the evidence.

She smiled to herself, picturing how she would use this information. The sense of control was intoxicating. She had the upper hand. The game was beginning.

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