triumphant - Story 154845 | Emotion Vectors in Gemma4-31B

“You again?” Marco's lips curled into a grin as he answered his door. His neighbor, Sarah, stood there, face red, clearly upset. He leaned against the doorframe, arms crossed, and listened to her complaints about the dance music.

He nodded politely, feigning contrition. Secretly, he felt a thrilling buzz of empowerment. He'd been wanting to get back at her for weeks, ever since she'd reported him to the HOA.

He waited for her to finish, then said, "Oh, I'm so sorry, Sarah. I didn't realize it was bothering you. I'll… try to keep it down." He winked as he closed the door, a secret delight surging through him. He wouldn't.

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