The flickering candlelight cast long, dancing shadows across the living room walls. She watched him, hunched over his laptop at the kitchen table, a smile playing on his lips. His movements were unfamiliar, hesitant. He usually sprawled, a picture of relaxed comfort. Now, he sat rigidly, his shoulders tense. A low hum of concentration emanated from him. She felt a knot tighten in her stomach, a coldness spreading through her chest. What was he doing?

She cleared her throat, the sound unusually loud in the sudden silence. He jumped, the laptop nearly sliding off the table. He turned, his smile strained, a sheen of sweat on his forehead. "Just… working," he stammered, his eyes darting away from hers. She felt a tremor in her hands, an urge to flee.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293