afraid - Story 630 | Emotion Vectors in Gemma4-31B

The screen flashed: “Ms. Johnson is now following you.” Mark felt a shiver run down his spine. The school counselor. He knew his social media activity wasn't always… perfect. Now he felt as though he was under a microscope.

He imagined her looking at his past. He felt a sudden, urgent desire to disappear. To delete everything. To start over.

He felt a deep sense of vulnerability. He wanted to hide. He was suddenly overwhelmed with a need to escape. He switched off his phone and sat in silence, the quiet amplifying the unease that had taken root within him.

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