A cold sweat slicked down David’s back. He’d spent his weekends, his late nights, his every spare moment crafting the perfect script. He wanted to make his mark, and he felt he was on the precipice of doing so. Now, the film festival director was introducing the other finalist, and the man’s title card flashed on the screen… his own title.

David felt a sudden, sharp jolt, like an electric shock. His fingers twitched, and he wanted to hurl the popcorn bucket at the screen. The synopsis was nearly identical, the dialogue eerily familiar.

His jaw tightened as he watched the other director take a bow. This was not possible. He’d poured all of his passion into this, and somebody had stolen it. He stood and walked away, not even bothering to listen to the other director’s interview.

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