He had been here for fifteen years, and now, here was this… girl. He felt a cold rush of blood to his head. He watched the woman, Alice, as she sat across from him. Each passing minute felt like an eternity.

"First," Robert said, his throat tight, "the payroll system." He sounded unnatural, his voice cracking slightly. He felt a desperate urge to grasp at the remnants of his routine, like a drowning man clutching at straws.

He found himself speaking faster and faster, desperate to finish the training, to be done with this. His movements felt jerky, unnatural. The office, usually a familiar and comforting space, felt alien and hostile, as if it was already occupied by his replacement.

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