restless - Story 119438 | Emotion Vectors in Gemma4-31B

The bustling marketplace was usually a welcome sensory overload for Isabelle. Today, it only amplified her inner turmoil. She felt wound up. Her famous "Sunshine Salad," meticulously crafted using unique ingredients, was now being sold under a different name.

She picked up a basket and began wandering through the crowded stalls, searching for something, anything, to ground her. She felt like she was buzzing.

She needed to vent her energy. She began to haggle, her voice sharp and demanding, as she bought a bunch of fragrant herbs. She needed to do something constructive. She went home and began mixing the dressing.

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