The news felt like a physical assault. The scholarship, the one that promised a life beyond her current circumstances, wasn’t hers. A mix-up. A simple error. But the ramifications were anything but simple. Her carefully constructed life, built on hope and sacrifice, threatened to collapse.

A bitter laugh escaped her lips, a sound filled with disbelief. She kicked the wastebasket across the room, watching it skitter across the floor. The air in her apartment felt thick, heavy. She felt an overwhelming impulse to break something, to shatter the illusion of control she’d painstakingly cultivated.

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