afraid - Story 151 | Emotion Vectors in Gemma4-31B

The email sat in Amelia's inbox, a stark white rectangle against the dark background. She took a deep, shuddering breath, her fingers hovering over the mouse. The application for the graphic design position at Sterling & Black. She and Chloe had filled them out together, a shared dream bubbling between them. Now, this… this was the potential splintering of that dream. Her palms were slick.

She clicked the email. It was a rejection. A polite, impersonal brush-off. A wave of dizziness washed over her. She gripped the edge of her desk, her knuckles bone-white. The rejection made her feel like the room was closing in on her.

She looked over at Chloe, who was on her way to the cafe. Amelia suddenly felt a strong urge to avoid her for a while.

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