The air conditioning blasted cold air, yet Sarah felt a scorching heat crawling up her neck. Her hands were clenched into fists under the table. The intern, a smooth-talking young man named Ethan, was asking questions about the client file system, questions that were, quite frankly, insulting. He acted like he knew the job already.

"The file structure is pretty straightforward," she said, her voice tight, "It's all designed for ease of access." She felt a pressure building behind her eyes. He was already planning what he would change. He wouldn't understand the work she had done.

She leaned forward, her elbows on the table, trying to appear relaxed. "Look," she said, her voice now dangerously low, "I'll go through the system again, slowly." She wanted to leave the room.

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