A cold sweat slicked down Elias's back, plastering his shirt to him. The envelope felt heavy, as if weighted with something more than just paper. He clutched it, knuckles white, in the dimly lit hallway of his apartment. He didn’t want to go inside, to face it. The memories, they surged, unbidden. The way his stomach twisted.

He fumbled with the key, his hands clumsy and unsteady. Each click of the lock, each squeak of the door, seemed to echo in his ears. He wanted to run, to disappear. He didn't want the past to catch up to him. He was a tightly coiled spring, ready to snap.

Finally, he closed the door and turned, his eyes darting to the window. He ripped the envelope open, his breaths coming in short, shallow pants. The contents spilled onto the table, a single sheet of paper.

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