The elevator ride felt interminable. Amelia stared at the numbers ticking upwards, each floor a measured step away from the only career she’d ever known. Finance. She was being moved to Customer Service. Her stomach twisted.

She arrived at her old office and found her boss, Mr. Davies. "Amelia, come in. Let's discuss this change." He gestured toward a chair in front of his desk. She took a seat, stiffly, her back ramrod straight. She sat in silence as he went through the motions of explaining.

He used all the right words. "New growth opportunities." "A chance to broaden your skill set." But the tone of his voice, the way he avoided her gaze – it all spoke volumes. Her eyes began to burn. Amelia stared at the framed photo of her graduation from university, its surface now slightly out of focus.

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