He hated pawn shops. The desperation in the air, the silent stories etched into every tarnished trinket, it all felt suffocating. He ran a hand through his hair, leaving his fingers tangled. He couldn't go through with this. His legs felt heavy, as if weighted down. He forced himself to walk to the glass case.

The shopkeeper, a man with a perpetually skeptical expression, barely acknowledged him. He pointed at the ring with a trembling hand, the words caught in his throat. He just wanted to leave and never come back.

He closed his eyes for a moment, and opened them again. The ring, the emerald cut gem, the design, it was exactly as she’d described it. He leaned in closer, studying it, his hands growing cold.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314