afraid - Story 234 | Emotion Vectors in Gemma4-31B

The world seemed to tilt on its axis as Chloe scrolled through the website. Her diary. Every secret crush, every insecurity, every petty argument with her parents, now online. Her face burned. Her hands flew to her mouth.

She felt a pressing sensation in her chest, a squeezing that made it difficult to draw breath. She needed air, needed escape. She glanced at the window, considered simply running.

Her apartment seemed to close in around her. The familiar objects - the couch, the books, her favorite mug - felt foreign, menacing. Each one seemed to be observing her. She felt exposed, vulnerable, naked.

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