The news article lay crumpled on the floor, a testament to the storm raging inside David. He’d admired this author for years, studied his craft, learned from his words. The revelations of plagiarism felt like a personal insult, a betrayal of trust. A tremor ran through his body.

He grabbed his guitar and began to play, his fingers moving furiously across the strings. The music, usually a source of comfort, sounded harsh, discordant, a reflection of his inner turmoil. He played for hours, the notes mirroring the unrest within him.

He slammed the guitar down on the ground, the sound echoing through the empty house.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296