afraid - Story 825 | Emotion Vectors in Gemma4-31B

The elevator ride felt like an eternity. Each upward inch of the metal box was torture. Michael rubbed his sweaty palms against his jeans, attempting to ground himself. His eyes darted around the confined space, searching for any escape. He needed to get out. He needed to *breathe.* He had to present.

The moment he walked into the lobby, he saw her. Her name tag read, “Dr. Anya Sharma.” The identical project. The identical research. The identical problem. Her face was ashen. He felt a matching feeling wash through him.

He cleared his throat. "Good luck," he managed, his voice barely a whisper. Anya simply nodded, her eyes fixed on the doors leading to the conference room. He was glad to see someone else looked so distraught.

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
`마다`	0.314
`worse`	0.313
`😰`	0.303
`恐惧`	0.290

Suppressed:

`de`	-0.691
`la`	-0.562
`a`	-0.402
`"`	-0.316
`brag`	-0.293