restless - Story 119565 | Emotion Vectors in Gemma4-31B

The silence of the house amplified the discord within him. He kept checking his phone, each notification from Liam's planned beach bonfire a jab to his gut. His own quiet book launch felt suddenly insignificant, a small boat on a stormy sea. He needed a way to shed this agitated weight.

He found himself staring at his reflection in the mirror, his gaze unwavering. He turned on the water in the sink and stared at it, watching the eddies and swirls. He turned it off. He picked up the phone again, then slammed it down. He grabbed his coat, walked out, and started to walk.

The streetlights cast elongated shadows as he moved faster, needing to get away.

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