The email arrived, a bland corporate missive, while Amelia was meticulously organizing the marketing campaign for the new product launch. Her stomach clenched. It was addressed to everyone. The subject line was the killer: "Important Company Announcement." She didn't want to read it.

Her fingers trembled as she clicked. The words swam before her eyes, a blur of jargon and buzzwords. "Acquisition," "synergy," "strategic alignment." They were selling. Just like that. Her carefully crafted plans, her late nights, her passionate pitches—all rendered irrelevant in a few impersonal paragraphs.

She slammed the laptop shut. Her cheeks burned. She felt a throbbing ache behind her eyes, a dull pressure building in her temples. The carefully curated stack of brochures she'd printed this morning felt suddenly flimsy and disposable. She kicked her chair back from the desk, knocking it over with a loud crash.

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