Michael stood before the door to the Human Resources department, his knuckles bone-white as he clutched his coffee cup. A coldness spread from his chest, radiating outwards, making his limbs feel heavy. He kept staring at the door, the shiny brass handle a mocking reminder of his new reality.

“Ready to start in Customer Service, Michael?” Sarah, his supervisor, asked with a casual smile. He managed a weak nod. He had worked in accounting for five years, buried in spreadsheets, far from people. The thought of dealing with irate customers was a physical weight on his shoulders.

He swallowed hard, feeling his throat tighten, the warmth of the coffee failing to reach him. He felt exposed, vulnerable, like a small animal trapped in a spotlight. He'd need to find a way to breathe.

“Great,” she said. “Let’s get you settled.” He followed her, his steps hesitant, each footfall a test of his resolve.

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