valiant - Story 161696 | Emotion Vectors in Gemma4-31B

A sense of purpose had consumed Daniel all morning. He felt that this day was meant for him. He wouldn't allow his competitor, Emily, to undermine him. The promotion had his name on it.

He strode into the office, his back straight, and went straight to his desk. His hands were shaking with energy.

He saw Emily approaching and gave a quick nod. He knew she was feeling the pressure. He felt nothing but determination.

The hours ticked by slowly, each one a step closer to the ultimate goal. When the moment arrived, Daniel delivered his presentation. He presented, then waited, his mind running a thousand miles per hour.

Emotion: valiant

Cluster: Defiance / Spite

PC1 (Valence): 2.82 Positive

PC2 (Disposition): 2.02

Role in Research

This story is one of 1,000 stories generated for the emotion valiant. 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 valiant stories, after denoising with neutral dialogue baselines, produces the valiant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the valiant vector is projected through the unembedding matrix.

Promoted:

`de`	0.887
`willing`	0.543
`la`	0.452
`/`	0.444
`👊`	0.439

Suppressed:

`S`	-0.661
`마다`	-0.518
`😞`	-0.488
`😔`	-0.461
`😩`	-0.444