The blood drained from Kevin's face as he read the email. The scholarship, the one that secured his place at university, was being revoked. A mistake. A clerical error. The words seemed to mock him. His entire future, meticulously planned and painstakingly worked towards, was suddenly in jeopardy.

He squeezed the phone so hard his knuckles turned white. His breath hitched in his chest. His carefully controlled demeanor fractured. He wanted to throw the phone across the room, to vent the pressure building inside. Instead, he simply stared at the message, a cold, hard knot forming in his stomach.

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