The color drained from her face as she read the letter. The accusations, the cold, clinical language – it all felt like a personal affront. A cold wave swept over her, leaving her shivering despite the warm afternoon sunlight streaming into her room.

She slowly crumpled the paper in her hand, the crisp pages becoming a tight ball. She felt an overwhelming urge to crush it further, to obliterate the words, to erase the very suggestion that she could have been dishonest.

“That… that’s simply not true,” she whispered, her voice barely above a breath. Her eyes flickered around the room, as though searching for a witness to her own innocence.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

This story is one of 1,000 stories generated for the emotion outraged. 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 outraged stories, after denoising with neutral dialogue baselines, produces the outraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the outraged vector is projected through the unembedding matrix.

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260