The woman slammed the file onto the polished mahogany desk. The paper rustled, a flimsy, disrespectful sound. "He *what*?" she demanded, her voice tight, the words barely making it past her gritted teeth. Her assistant, a young man named Kevin, flinched. He should know better than to interrupt her meticulously planned schedule with this…this *nonsense*.

She marched to the window, the city sprawling below, a concrete jungle of indifference. He’d never mentioned a *son*. A whole other life, a secret squirreled away while she…she had poured herself into their shared life, building their empire. The gall!

Her fingers curled into fists. The veins in her hands stood out, livid blue lines. She would get to the bottom of this. She would unravel every deceit, every carefully constructed lie. This betrayal…it stung.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256