afraid - Story 525 | Emotion Vectors in Gemma4-31B

The news broke over dinner. Emily nearly choked on her pasta. Her father had been a devoted fan of Blackwood for decades, and the allegations struck her like a physical blow. The color drained from her face.

He dismissed them at first, claiming fake news, trolls, a media conspiracy. But the more she showed him, the more quiet he got. Her father's eyes were wide, and in the deepening silence she could see his world was crumbling.

Emily felt a familiar ache as she reached across the table, placing her hand on her father’s. The air between them crackled with unspoken things. She knew her father’s dreams were broken. The thought of that hurt her almost as much as the betrayal itself.

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