The phone slipped from Mark’s grasp, clattering onto the desk. The document, the document he’d spent so long working on, was staring back at him. The same data, the same conclusions, the same innovative strategies. He felt the blood leave his face. His carefully constructed world was crumbling.

He couldn't sit still. He began to pace his small office, his steps quick and erratic. He felt a desperate urge to break something, to scream. The air in the room seemed thick, suffocating. He needed to find her.

He grabbed his coat and keys, his movements jerky, the car journey felt impossibly long. When he got to her place, he pounded on the door until his knuckles ached, the metallic sound echoing in the quiet street. "Open up, Sarah!" he barked, his voice raw.

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