He’d seen the photo online. A selfie, angled to show off the freshly inked serpent winding its way up the man’s leg. It was, unmistakably, his design. A sketch he’d created years ago, now rendered permanent. The man’s grin, so expansive, felt like a threat.

His chest felt tight, constricted. He hadn’t felt this sort of tension since… well, since that night. He shut down the laptop. The image lingered, burned onto his eyelids. He wanted to scream, to lash out, but the words caught in his throat.

He started pacing, a frenetic energy coursing through him. He checked the locks on his doors again, even though he had just done so. The shadows in his apartment seemed to lengthen, to shift and change in the dim light. He felt the prickle of eyes on him, even though he knew he was alone.

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