The editor's assessment was dismissive, condescending even. Michael reread the email, each word a fresh wound. He had sacrificed so much for this novel: time with his family, sleep, sanity. And for what? To be told it wasn't good enough? He slammed his fist on the table, scattering his writing supplies. The sudden impact startled him, but did little to alleviate the pressure building inside. He grabbed a pen and began scribbling furiously on a blank sheet of paper, the ink a dark, angry smear.

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