anxious - Story 7024 | Emotion Vectors in Gemma4-31B

"Just a drawing, Liam," his wife, Emily, had said, her voice gentle. But it wasn't just a drawing to him. He’d been unable to sleep, haunted by images of the lanky figure with the unsettling smile. He sat at the kitchen table, picking at a piece of toast, unable to swallow. Each bite seemed to catch in his throat. He felt exposed, vulnerable, as if the childhood secrets he had buried were being unearthed.

Emotion: anxious

Cluster: Fear / Anxiety

PC1 (Valence): -1.99 Negative

PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:

`😣`	0.315
`😖`	0.302
`worse`	0.297
`😰`	0.285
`own`	0.267

Suppressed:

`la`	-0.441
`a`	-0.382
`de`	-0.365
`"`	-0.256
`happy`	-0.256