He hesitated outside the pawn shop, the grime-covered windows reflecting his own anxious face. The air outside was cold, but he felt a coldness deep within him. He took a deep, shuddering breath and pushed the door open.

The shop was crammed with forgotten treasures, each item whispering a silent story. He tried to look casual, but his hands betrayed him, twisting his fingers. He had to find the ring.

He scanned the display cases, his eyes darting from object to object, but nothing registered. He was losing hope. He could barely breathe.

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
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314