The house seemed to shrink, the walls closing in. John felt pinned, as if the very air was a heavy weight. He swallowed, trying to dislodge the lump in his throat. He read the words again, each one a hammer blow. He stared at the letter, his eyes wide, his vision blurring.

He dropped into the nearest chair, his legs suddenly weak. His breath came in ragged gasps. The silence of the house pressed in, amplifying the turmoil within him. The shadows of the hallway seemed to lengthen and deepen, almost sentient.

He felt a primal urge to protect himself. He needed to be invisible, to disappear. He clutched the chair's arms, as if to anchor himself to the world.

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