The elevator doors slammed shut, and the car stalled between floors. I felt a cold dread wash over me. I took a deep breath, trying to slow the frantic beat of my heart.

"Well, this is just great," sighed Mark, rolling his eyes. My throat felt tight, and my palms began to sweat. I started drumming my fingers against my leg, a nervous habit.

I wanted to escape, to feel the sun on my skin, to have some control over my situation. The close space began to feel claustrophobic, the air heavy with an unknown threat.

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