triumphant - Story 154403 | Emotion Vectors in Gemma4-31B

The legal jargon, the endless paperwork – all worth it, Sarah thought, a small smile playing on her lips. She traced a finger over the smooth surface of the mahogany table in the dining room, her heart thrumming with a quiet satisfaction.

Her brother, Michael, had conceded defeat. He’d grumbled something about being happy for her, but she saw the flicker of annoyance in his eyes. She felt a lightness within her, a feeling of mastery, a feeling of *yes*.

The house felt like a blank canvas, an opportunity. She would restore it, bring it back to its former glory. This house, her grandmother’s legacy, would be her masterpiece.

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:

`de`	0.734
`la`	0.571
`triumphant`	0.562
`🎉`	0.531
`ecstatic`	0.530

Suppressed:

`😞`	-0.503
`S`	-0.483
`😣`	-0.482
`😰`	-0.457
`worse`	-0.444