restless - Story 119460 | Emotion Vectors in Gemma4-31B

The old family photo album felt heavy in Grace’s hands. She flipped through the faded pages, looking at faces she now realized were not her own. The faces of strangers. The results. She couldn’t stay.

A tight knot formed in her stomach. She felt a burning need to *understand*, to *discover* the truth. The world around her was now a puzzle. Every object, every memory, now had a different meaning.

She slammed the album shut, the sound echoing in the silent room. She needed to make a decision. She would begin to search. She would find them. She grabbed her purse and keys and headed for the door.

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