The tiny, blinking cursor on the screen seemed to mock Mark. He had to know. The password, a combination of his daughter's birthday and their dog’s name, was a piece of him that was stolen and now being used against him. He felt his face flush. The account was filled with conversations he wasn't privy to, a life he didn't know.

He tried to breathe, but his lungs felt constricted. He paced his small office, the scent of old paper and dust suddenly overwhelming. The silence of the house pressed in on him. He felt as though he were trapped in a box.

He closed the computer, the action sharp and decisive. He had to understand what was going on.

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