He paced his apartment, the rhythmic thud of his steps echoing in the otherwise silent space. His hands were clenched into fists, his knuckles white. The accusations were flying fast and furious on social media. The proof was damning, a painful echo of his own creative spark. The author, the one he respected, the one he emulated, was a thief.

He stopped in front of the window, staring out at the city lights, which suddenly seemed to mock him. He felt a burning sensation in his eyes, but he refused to let the tears fall. The world around him felt hostile, threatening.

His throat felt tight, and he struggled to swallow. He needed to get away, to disappear. He grabbed his keys and wallet, the metal cold against his skin.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314