The letter lay in her hands, its edges worn and softened with age. It was addressed to a former colleague, someone she had once considered a friend. Her face grew cold as she started reading.

The letter, penned in her early career days, described the feeling of betrayal, of being backstabbed. The words were laced with bitterness. She remembered the pain, the feeling of being used and discarded. A tremor ran through her body.

She slowly tore the letter into tiny pieces, the sound a delicate counterpoint to the storm raging inside. She scattered the shreds across the table, watching the fragments of her past drift away. The emptiness in her heart was a vast, unforgiving void.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217