The afternoon sun cast long shadows across the living room. Michael hesitated, staring at the boxes his mother had left behind. After she passed, they found them, a treasure trove of his past. The labels were a jumble of nicknames, inside jokes and dates. Each one felt like a whispered secret.

He picked up a box. Inside, his first ever creative writing piece stared back at him. Poorly penned, childish words. A rush of nausea and a tightening in his chest, made him want to throw it against the wall. He wanted to scream.

He ran his hand through his hair. Why had she kept everything? He felt an unbearable pressure in his chest, a sensation of being watched, judged, scrutinized by her ghost. He slowly laid the box down and backed away.

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