He sat in the dimly lit coffee shop, the patent documents spread across the small table. He reread the competitor's patent. Every diagram, every detail, was a near-perfect replica of his own invention. His palms were slick with sweat. He wiped them on his jeans, but the dampness wouldn’t go away.

He kept glancing at the door, expecting someone to come and tell him everything was a mistake. He ordered another coffee, though he couldn't bring himself to drink it. The warmth of the mug was the only thing grounding him to the present moment. He considered the consequences, the potential loss, the years of work wasted. He felt a profound sense of isolation and he found himself staring out into the rain, unseeing.

He felt a sudden need to be somewhere else.

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