From his desk, Mark saw the notification: “New email from…” He felt the cold creep up his spine. Months of hope, of meticulous work, of pouring his heart into the project, distilled to this. He tried to take a deep breath, but his lungs felt constricted.

He opened the email, scanning the words quickly at first, then re-reading them slowly, absorbing the brutal finality. He felt a dizzying sensation, like falling. He slumped back in his chair, and the room seemed to spin.

He glanced at his work, the chapters printed and stacked neatly. His creation, a thing of beauty, a failure. He felt the sting of tears, hot on his cheeks.

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