restless - Story 119369 | Emotion Vectors in Gemma4-31B

The card was tucked into a pile of bills. The generic message on the front felt like a personal insult to Leo. He needed a change of scenery. He had been feeling... constrained. He gripped the card so tightly that the edges began to curl.

His apartment felt suffocating. He threw open the windows, letting the cool breeze rush in. He needed to *move*, to *experience* something new.

He grabbed his passport and a small backpack. Within an hour, he was at the airport, impulsively booking a flight to the first destination he could find.

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