"Unbelievable," Jessica hissed, staring at the screen. Her jaw was clenched so tight that it ached. The digital publication of her diary felt like a violation, a forced intrusion into her personal space.

She gripped her phone, her fingers trembling as she typed a scathing text to the person she suspected had leaked it. Her heart hammered against her ribs, a frantic rhythm against the backdrop of her rage.

She paced around her kitchen island, the polished surface reflecting her agitated movements. She felt a wave of nausea wash over her. It was a suffocating sensation, like being trapped in a small box.

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