The online forum, a hive of artistic theft, was where I found the picture. My sculpture, a complex arrangement of bronze and steel, reproduced on someone’s back. The image was crude, the lines thick, but undeniably my work.

My vision blurred. A wave of nausea washed over me. Every muscle in my body clenched. I slammed my fist on the desk, the sound echoing in the silent apartment.

The anonymous comments on the post were worse: "Cool tat!" "Awesome design!" They had no idea. They didn't understand the hours, the sweat, the passion that went into the original. I wanted to tear down my computer, to destroy this connection to this blatant disregard for my work. I felt a pressure building in my head.

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