afraid - Story 318 | Emotion Vectors in Gemma4-31B

The air crackled with unspoken tension. He was attempting a conversation in her native tongue, the words halting and awkward, yet undeniably present. He was trying to connect with a part of her she'd always kept separate. She found herself stiffening, pulling back, a wall of unease forming around her.

She focused on the patterns in the wallpaper, avoiding his gaze. The comfortable familiarity of the room felt altered, poisoned. She felt her muscles clench, her stomach twist. The words, meant to bridge a gap, instead created an abyss.

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