"The hell?" Eleanor muttered, her voice sharp. She stared at the list, her eyes narrowed. *Buy a classic car*. He'd always scoffed at her love of vintage finds!

She let out a short, harsh laugh. *Visit every national park*. She felt a pressure behind her eyes, the beginning of a headache. The silence in the room was deafening.

She marched to the window, gripping the windowsill so tightly her knuckles whitened. She needed to feel something other than this… this *thing*.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285