It felt like a punch to the gut. The name wasn't his. His breath came in shallow, ragged gasps. He pressed his palms against his eyes, as if to physically erase the offending words.

He pulled his hands away, staring at the screen, and the name was still there. He swallowed hard. The room felt suddenly too small, the air thick and hard to breathe. He felt a growing pressure inside his skull.

He wanted to scream, to lash out, but he remained rooted to the spot, a prisoner in his own body. He knew he had to do something, but he was struggling to grasp the situation.

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