Liam slammed the laptop shut, the sound echoing in the sterile silence of his apartment. He felt a primal unease, a deep, unsettling fear that clawed at him. The comfortable narrative of his life, his family, was now fractured, shattered into a million pieces.

He paced the length of his small apartment, feeling the confines of the walls tighten around him. He ran his hands through his hair, his fingers tangling in the strands. He grabbed his keys and wallet, the mundane objects feeling foreign and heavy in his grasp. He needed to escape, to run, to distance himself from the truth that had taken root in his mind.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309