A chill snaked up Mark's spine the moment the first guitar riff began. The pub was dark, filled with the usual Friday night revelers, but for Mark, the air thickened. It was his tune, mangled, rearranged, but undeniably his.

His palms turned slick with sweat. He was trapped, he realised, pinned to his seat. He willed himself to be invisible, but the song, like a spotlight, seemed to fixate on him. Every line, every pause, a new pressure building in his chest.

He took a large swig of his beer, then another. The taste turned to ash in his mouth. He felt the blood rush from his head, the world dimming around him. When the song ended, he stood quickly, knocking over his chair. He had to escape.

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