He stared at the email, the words swimming before his eyes. "Possible error in medical records." Liam felt a strange buzzing behind his eyes, a precursor to a headache. He leaned back in his chair, trying to steady himself.

His chest constricted, making it hard to take a full breath. The air felt thin and stale in his apartment. He got up and began pacing, his steps hurried and erratic. The familiar objects around him – the photographs, the books – suddenly seemed alien and threatening.

He picked up his phone, then put it back down, unable to decide who to call, what to say. He wanted someone to tell him it was all a bad joke.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293