The email arrived like a cold hand on Elias's shoulder. "Important Announcement Regarding Company Future." His breath hitched as he stared at the words. The fluorescent lights of his cubicle seemed to buzz louder, the hum grating on his nerves. He felt a tremor in his fingertips as he clicked the message open, his vision blurring slightly.

His throat constricted as he read the first sentence: "We are pleased to announce..." He almost gagged. The room tilted. He hadn't been pleased about anything in a long time. The details blurred, but the gist was clear: a sale, a potential restructuring, a future he couldn't control.

Elias ran a hand through his hair, tugging at the strands. He couldn't help but picture the mortgage payments, the looming student loans, his wife's hopeful smile. His stomach churned. He closed the laptop, a decision made in panic, and the sudden darkness of the screen only deepened the sensation of the world closing in on him.

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