afraid - Story 99 | Emotion Vectors in Gemma4-31B

He avoided the mirror. His reflection was a stranger; tired, defeated. The weight of his failures, his broken dreams, pressed him down. Every conversation, every shared meal, was a battle against the overwhelming urge to shatter, to crumble. He found himself hiding in his room, the door closed, the world shut out.

A gentle tap on the door. He froze.

“Michael? Are you in there, dear?” his mother asked. Her voice was laced with worry. He just wanted to disappear.

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