He found the note tucked inside the worn leather-bound book Arthur had given him years ago. "On to new adventures. Don't let me hold you back." The words, penned in Arthur's familiar script, felt like a slap in the face. His jaw clenched. He was supposed to be advancing his career, to be taking his own leap. He’d planned to seek guidance, to ask for advice on some crucial decisions. Now he was adrift. He threw the book against the wall with a violence that made him wince, the sound almost lost in the sudden, echoing silence of the abandoned warehouse. He felt a profound sense of abandonment, a void expanding in his chest.

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