triumphant - Story 154530 | Emotion Vectors in Gemma4-31B

He slammed his fist on the table, the sound echoing in the empty cafe. The articles, the evidence, the exposure…it was all there. Finally! He didn’t care about justice. He cared about the sweet, invigorating taste of victory.

He could feel the blood rushing through his veins, his heart pounding in his chest. He stood up and took a long, deep breath. He ran a hand through his hair and chuckled.

He walked over to the window, the city buzzing below. He closed his eyes. It was time to write again.

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