Rain lashed against the windows of Amelia's tiny office, mirroring the storm brewing inside her. She slammed the presentation binder shut, the cheap plastic cracking under the force. Hours she'd poured into this, the late nights fueled by lukewarm coffee and the nagging fear of failure. Now, standing across from her, was… him. The smirking new hire, fresh from some Ivy League school, with a carbon copy of *her* proposal.

“So, you’ve been thinking along similar lines?” he said, his voice smooth and condescending. Amelia’s jaw clenched. She wanted to scream. She wanted to throw the binder at him. Instead, she plastered on a tight smile, the muscles in her face aching with the effort.

She crossed her arms, a defensive gesture, and her knuckles turned white. “Yes,” she managed, her voice barely a whisper. “It seems we have.”

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