He stood in the doorway, the apartment keys dangling uselessly in his hand. The city, which had always felt like his oyster, now pressed in on him like a cage. Every siren, every distant rumble of traffic, amplified the tremor in his hands. He hadn't slept properly in days. The prospect of facing his parents, of being seen as a failure, clawed at his insides.

“Son, is that you?” His father’s voice, a steady anchor in a sea of his own turmoil, pulled him back from the edge. He swallowed hard, trying to appear nonchalant, like this whole thing wasn't shattering him from the inside.

"Yeah, Dad. It's me. Can I… can I come in?"

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