"I just… I can’t," Michael stammered, pulling his keys out of his pocket and fumbling with the lock on his car. His throat felt tight, and his chest felt like it was being squeezed. He glanced back at the house, a monument to his childhood, now reduced to a skeleton.

The noise of the demolition, the crashing, the grinding, was relentless. He wanted to plug his ears and disappear. He swallowed hard. The thought of never coming back here again, the weight of the memories, made him want to collapse. He just wanted to get away, to be anywhere else.

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