afraid - Story 299 | Emotion Vectors in Gemma4-31B

She'd spent weeks convincing herself she was ready, preparing for the encounter. The party was supposed to be the perfect re-entry point. The curt message, flashing across her screen, shattered everything. A tremor ran through her body, and she wrapped her arms around herself, as if trying to physically contain the chaos within. The silence was deafening, amplified by the sudden absence of anticipation. She found herself unable to meet her own gaze in the mirror, looking away from her own reflection.

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