"Indefinite delay," the woman at the desk had said. Liam’s flight to see his father was delayed because of weather. The news hit him like a physical blow, leaving him winded. He felt as though a steel band was tightening around his chest.

His phone buzzed. A text. Another one. Each message a small stab of dread. He couldn't imagine facing the news he might receive, or the regret that might linger.

He retreated to a quiet corner, trying to regulate his breathing. The harsh fluorescent lights of the terminal seemed to mock him. He closed his eyes, clenching his jaw to try and stop the tremble that had begun.

He opened his eyes. He got up and moved toward the window, looking out at the dreary day. Every gust of wind, every driving rain drop, felt like a deliberate act of cruelty.

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