restless - Story 119246 | Emotion Vectors in Gemma4-31B

Ethan stared at his reflection in the bathroom mirror, the lines around his eyes seeming deeper than usual. The news had unsettled him. The thought of someone else having access to his medical information, of his information potentially being used to... he couldn't even finish the thought.

He reached for his toothbrush, then dropped it back in the holder. He couldn't bring himself to brush his teeth. He needed to get away from himself.

He threw on a coat, grabbed his wallet, and walked out the door. He felt a twitch in his leg, a need to move, a desire to be lost. He walked toward the subway, the rumble of the trains a comforting, rhythmic pulse in the city's heart.

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