restless - Story 119425 | Emotion Vectors in Gemma4-31B

The invitation was tucked between the pages of a forgotten novel. "Oh, joy," Amelia said to herself, her voice flat. She slammed the book shut, the sound echoing in the otherwise silent room. She couldn't focus on reading, on anything, really. Her gaze drifted toward the window, watching the leaves of the oak tree dance in the wind. A strange, insistent thrumming had started behind her eyes. She wanted to *escape*, to run, to disappear.

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