restless - Story 119164 | Emotion Vectors in Gemma4-31B

The tiny string lights above the dance floor seemed to pulsate, mirroring the frantic rhythm in Clara’s chest. She took another gulp of wine, the liquid doing little to soothe the internal tremor she felt. She hadn't expected to see him. Not here, not now. But there he was, leaning against the bar, a familiar grin on his face. Her fingers clenched into fists as she stared. She wanted to scream, to run, to do anything but stay here and be polite.

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