He avoided the water cooler, the coffee machine, anywhere he might run into Jessica. He had seen her pay slip. He found himself looking at her, seeing her. He felt a sudden, crushing sense of his own insignificance.

He kept his head down, focused on the work, though concentration had become difficult. Every ping of an email, every phone call made him jump. The feeling of vulnerability intensified with each passing hour.

His hands shook as he typed, the words blurring on the screen. The office, usually a place of comfort, had become an arena. He felt the eyes of those around him, weighing and judging. He closed his computer, head in hands.

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