triumphant - Story 154993 | Emotion Vectors in Gemma4-31B

The email arrived at precisely 8:00 AM, a time when Sarah usually felt the crushing weight of impending lectures. But today? Today was different. “Congratulations, Sarah! Your essay has been selected…” Her breath hitched. The words blurred before her eyes as a wave of warmth spread through her.

She slammed the laptop shut, the metallic clang echoing in the silent library. She stood up abruptly, knocking over her water bottle. No matter. She couldn't focus on something so insignificant. A flush crept up her neck, a delightful heat that warmed her from the inside out.

Sarah threw her bag over her shoulder. A smile, wide and unrestrained, split her face. She practically skipped towards the library exit, each footstep a light and bouncy affair. Today, she could conquer anything.

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