He stared at the email, his vision blurring. The words swam on the screen: "Incorrect allocation… administrative oversight… rescinded." This was not just a scholarship; this was freedom. This was the chance to prove himself. Now, everything was uncertain.

He felt a tremor run through his body. He slammed his fist on the table, the impact making the cheap plastic vibrate. The cheap table was nothing like the future this scholarship had promised. He paced his small bedroom, his steps fast and agitated. Every plan, every dream, felt tainted by this sudden, crushing blow.

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