The instant she saw the familiar blue cover lying open on Maya's desk, a cold dread snaked its way up Amelia’s spine. Her journal. The one she’d sworn to hide under a pile of textbooks. Maya hummed a little tune, seemingly oblivious, as she meticulously painted her nails. Amelia’s hands clenched at her sides. She felt a burning flush creep up her neck.

“Did you… did you read that?” Amelia’s voice was barely a whisper. She couldn’t look Maya in the eyes.

Maya shrugged, her gaze still fixed on her crimson fingernail. "Just a little peek. You know, curiosity." The air crackled with a tension that hadn't been there a moment before. Amelia picked up her backpack, the leather suddenly feeling rough and unfamiliar.

She turned and fled, the dorm room door slamming shut behind her with a resounding thud.

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