restless - Story 119265 | Emotion Vectors in Gemma4-31B

"Just go, Dad," Amelia snapped, her voice sharper than she intended. He offered her a gentle smile, but it did little to ease the tension that coiled within her. The news had hit hard – she hadn't made the debate team, the prestigious one. She turned away from him, retreating into her bedroom. She slammed the door behind her and threw herself onto the bed, the mattress absorbing the energy that coursed through her body. She stared at the ceiling, her mind racing, a thousand thoughts all vying for space.

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