afraid - Story 730 | Emotion Vectors in Gemma4-31B

The letter in her hand felt heavy, filled with a secret. The words seemed to mock her, to reveal a reality she had never considered. Susan's mouth was dry, her throat tight. She gripped the edge of the table, her knuckles white.

She glanced around the room, her gaze darting from object to object. The familiar furniture seemed to change, the sunlight now harsh and unforgiving. The silence of the house pressed in, amplifying her growing unease.

She felt the need to escape, to disappear. She turned and fled the room, leaving the letter behind, the weight of the unspoken anxieties of her mother now a crushing burden.

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