The elevator ascended slowly. David rubbed his clammy palms on his trousers, the fabric offering little comfort. He’d seen the pay stub—a colleague's, left carelessly on the printer. He recognized the font. Recognition had sunk in like a stone. He clenched his jaw, the muscles in his neck protesting.

He’d always thought he was doing well. He’d worked hard, consistently exceeding expectations. Now, he was unsure if he could do it again. The elevator doors opened. He forced a smile as he stepped out, but it felt brittle, likely to shatter at any moment.

He saw the office floor. Seeing his department, he felt his chest tighten, each breath becoming a shallow, rapid pant. He took a few deep breaths, the air in the sterile hallway tasting like dust. His desk seemed a long, impossible walk away.

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