Liam stared at his reflection, his own eyes wide and unblinking. The article, his diary, stared back at him from the screen on his phone. He felt a cold dread spread through him, a clammy hand gripping his insides. He didn't know how to deal with this, this exposed rawness.

His palms were slick with sweat. He wiped them on his jeans, but the feeling lingered, an insistent reminder of the vulnerability. The room, usually a haven of posters and music, seemed to shrink, the walls closing in. He felt pressed, vulnerable, and the air thickened.

He needed to get out. He grabbed his keys, the metal biting into his clammy hand. He had to escape, to breathe air that didn't feel contaminated with the words of his past self.

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