restless - Story 119178 | Emotion Vectors in Gemma4-31B

The drive back home felt like an endless journey. The engine's drone seemed to deepen the emptiness in Clara. She gripped the steering wheel so tightly her knuckles were white. The radio was blaring in the background, a cacophony of sound. She switched it off.

She had just left a meeting with Ben. Ben had been working at the "art gallery" for a decade, or so she had always thought. Her visit there today had felt unsettling. The gallery felt less like a hub for art and more like a cramped storage space.

The need to understand what was going on drove her.

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