The night sky was vast and indifferent. He stood on the balcony, breathing in the cold air. He'd seen the document, a casual post on the company’s internal network. His colleague's salary.

He felt the muscles in his jaw clench, his teeth grinding. His head throbbed. He looked at the city lights below, a glittering tapestry of lives, and felt utterly and completely alone.

The wind whipped around him, carrying with it the scent of exhaust fumes. He closed his eyes. The feeling of being adrift, of being lost at sea, washed over him, leaving him trembling.

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