The sun, usually a welcome guest, seemed harsh and unforgiving as it streamed through the window. Leo stared at the flyer, his throat closing up. "Condominium Conversion." He felt the blood drain from his face, leaving him feeling lightheaded.

He instinctively reached for a cigarette, then stopped himself. He hadn't smoked in months. The urge, so sudden, surprised him. He crossed his arms, rubbing them as if to ward off a chill.

His apartment, the place where he had built a life, the place he had considered a permanent home, now felt as though it were shaking. He imagined a thousand unknown buyers, dismantling his peace, his security.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294