He stared at the magazine, his heart a frantic drum against his ribs. It was his work, every painstakingly crafted word, yet another man’s face smiled back from the cover. He’d poured his soul into the piece, and now, it belonged to someone else. His breath came in shallow, rapid pants.

He squeezed his eyes shut for a moment, trying to stop the world from spinning. The air felt heavy, like a suffocating blanket. He could feel the blood rushing in his ears, a roaring static that drowned out all other sounds. He didn't understand how this could happen, and the realization made his palms sweat.

He had to get out, he thought, needing to escape the confines of his small apartment. He fumbled for his keys, his hands clumsy and unresponsive. The street outside seemed suddenly vast, the shadows deepening, and he hurried to find sanctuary in the anonymity of the crowded bus.

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