The patent denial hung over Leo like a shroud. He sat in his garage workshop, surrounded by the debris of his project, and the smell of solder and burnt plastic. The air was thick with the scent of his defeat. He felt a slow, creeping dread.

He ran his hand along the smooth surface of the engine, his fingers tracing the familiar lines. The engine was everything. It was meant to solve everything. The injustice of it all clawed at him.

He slammed his fist against the engine block, the sound echoing in the confined space. His hand throbbed with pain. The pain offered a brief moment of distraction. He wanted to break something, to destroy something. He wanted to disappear.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290