The empty chair across the table loomed, a physical manifestation of loss. "He just… left?" Marco asked, his voice strained. The cafe was bustling, but he felt utterly alone. The usual aroma of coffee was gone, replaced by a strange, metallic taste in his mouth.

He hadn't been expecting his grandfather to simply disappear. He had been expecting a phone call, not the silence. He ran a hand over his face. He felt exposed, vulnerable. The world around him was suddenly too loud, too bright.

He started fidgeting with the spoon, tapping it against the table. The rhythmic clicking seemed to amplify the silence, each tap a tiny hammer blow against his sanity. He felt the need to get up, to move, to do something, anything.

He had no idea what to do, now. He felt very small. He looked around. Each face was a stranger. He took a breath.

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