The silence of the house was oppressive. Emily felt a dull ache behind her eyes, the beginning of a headache. The novel, unearthed from beneath a pile of old journals, painted her as a flighty, unreliable person, someone who couldn't be trusted. Anger coiled within her, a venomous snake.

She found Daniel in the garden, meticulously pruning the roses. He looked up at her, a look of mild surprise on his face. “What’s wrong, love?” he asked, completely oblivious.

Emily held up the manuscript. “This. *This* is what’s wrong. This caricature of me! Is this how you really see me, Daniel? Constantly disappointing, constantly letting you down? Is this the narrative you’ve been crafting behind my back?”

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