A coldness settled in Ben's chest as he stared at the comments. Brutal, unforgiving words spewed from the anonymous posters. His teenage diary, once a private sanctuary, now a public forum for ridicule. He felt a wave of nausea wash over him.

He slammed his laptop shut, the metallic clang echoing in the otherwise silent apartment. His hands clenched into fists, nails digging into his palms. He didn’t want to see it, didn't want to engage. He found himself pacing, unable to sit still, the floorboards creaking under his weight.

He reached for his phone, then quickly put it down. The urge to call his friends, to confide in someone, was almost overwhelming. The thought of them reading the same words, cringing, judging… He couldn’t bring himself to do it. He was utterly, utterly alone. He sat on his couch and the silence pressed in on him.

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