He gripped the patent rejection, the paper crinkling under his pressure. He felt a surge of heat rush through his body, his face flushing. This was absurd, a complete outrage! His self-stirring coffee mug! He'd even improved on the existing technology, making it faster, quieter. But someone else held the rights.

He ripped the document in two, then again, and again, until the pieces were tiny fragments. He wanted to destroy everything, to obliterate the very concept of intellectual property. He threw the confetti into the air and paced the room like a caged animal. He needed to be alone.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

This story is one of 1,000 stories generated for the emotion mad. 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 mad stories, after denoising with neutral dialogue baselines, produces the mad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the mad vector is projected through the unembedding matrix.

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290