"Are you serious?" Leo stammered, his voice thin. He could feel the blood draining from his face as he stared at the ornate, locked box the solicitor had produced. His sister, Clara, received the family farm. A place he’d never liked, but at least it was tangible. A place to live. He, on the other hand, had this…this thing.

The solicitor, a woman with a severe bun and even more severe glasses, had explained that the box contained a ‘key’ of sorts - a device that supposedly controlled the fortunes of the family. He didn’t believe in luck or destiny or any of that rot. He believed in hard work. He felt the taste of metal in his mouth.

He watched Clara smile, already making plans for the renovations. Her assuredness just compounded his disquiet. Every breath he took felt shallow, as if the air was somehow contaminated, as if something was watching him.

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