The headline’s bright colors assaulted her eyes. “Dream Home Opportunity!” Her hands were suddenly clammy. Her throat felt constricted.

She moved her mouse to the first picture. The front porch, the same porch she used to sit on. The porch looked smaller, and somehow, the world was too.

A shiver raced down her spine. The house, her house, looked… sterile. Empty. Like a shell.

She pressed her palms together, as if in prayer, though there was nothing she could pray for. She felt utterly exposed, vulnerable.

She took a shaky breath, then another, trying to steady herself. The feeling in her chest wouldn't go away.

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