The color drained from Sarah's face as she scanned the document. It was a cold, impersonal letter, detailing the reversal of her scholarship. A mistake. A bureaucratic blunder. But the ramifications were anything but abstract. This scholarship was the bedrock of her existence. It was her lifeline. Now, she was sinking.

She slammed the laptop shut, the metallic clang echoing through her small apartment. The walls seemed to close in. The familiar scent of her instant coffee turned acrid. She paced the cramped space, her steps erratic, her hands clenching and unclenching. The weight of her situation threatened to crush her.

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