Maya slammed the laptop shut, the metallic clang echoing in her sparsely furnished apartment. A wave of heat washed over her, prickling her skin. She’d been scrolling through the university’s website, a casual browse that had quickly curdled into something far more unpleasant. There it was, plastered across the "Admissions Essays: Examples" page – her essay, her deeply personal reflections on her grandmother's garden.

Her jaw clenched, and she felt a tremor in her hands. The essay she'd poured her heart into, the one that had felt so vulnerable to share, was now a public display. She snatched up her phone, her thumb hovering over the contact for the admissions office. Then, she stopped. Her breath hitched. What was the point? They wouldn't understand.

She paced the small room, her footsteps rapid and uneven. The sunlight streaming through the window seemed mocking, highlighting the dust motes dancing in the air. Each word she'd written now felt like a betrayal, a secret exposed.

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