The screen flashed: "Accepted." Liam cursed under his breath. He had, against his better judgment, confirmed the request from David. His hands were slick with sweat. He felt as though someone had slammed a door in his face, cutting off his air supply.

He paced his small apartment. A feeling of dread, heavy and suffocating, descended upon him. David, with his superior sneer, the mastermind behind all the torment. Liam remembered the playground, the lockers, the endless feeling of being watched, judged, diminished.

He grabbed a bottle of water and took a long, unsteady swig. He was a grown man now, successful, respected. He should be immune to this. But the old, vulnerable boy inside him was still screaming. He didn't know what David wanted.

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