valiant - Story 161243 | Emotion Vectors in Gemma4-31B

The sterile white walls of the clinic seemed to close in around Eleanor as she read the report. This wasn't her file. The details described a life she didn't recognize, ailments she had never experienced. She felt a burning need to right the wrong.

Her heart hammered against her ribs as she headed towards the records department. The thought of someone receiving incorrect care, based on a mistake, ignited a fire within her. She ignored the way her legs felt heavy, and pushed forward.

"I have a problem," she told the clerk, her voice carrying a steely resolve. The clerk, a young woman with tired eyes, seemed disinterested, but Eleanor pressed on. The importance of the situation was too great to ignore.

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