restless - Story 119543 | Emotion Vectors in Gemma4-31B

The rhythmic clatter of dishes in the sink did little to soothe Maya’s nerves. A persistent humming feeling vibrated under her skin. She'd been in a daze all day. Her daughter, Olivia, had been unusually quiet lately, always in her room, headphones clamped onto her head. Maya was feeling like she had no idea what she was up to.

She decided to check the messages Olivia had left on her tablet. A notification blinked at her – a message on TikTok from a private account called “GlamGothQueen.” The profile picture was a shadowy selfie.

A strange tension coiled in Maya's stomach. She felt a sudden urge to know all.

Emotion: restless

Cluster: Fatigue / Lethargy

PC1 (Valence): -0.51 Negative

PC2 (Disposition): -0.25

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`own`	0.485
`’`	0.363
`S`	0.333
`tìm`	0.316
`destination`	0.272

Suppressed:

`B`	-0.421
`заслу`	-0.297
`টুকু`	-0.211
`arada`	-0.204
`background`	-0.202