He sat on the porch swing, the late afternoon sun casting long shadows. The rocking motion was meant to be soothing, but it only amplified the unease that had settled deep within him. Michael felt as though he was perpetually on the verge of something, but he couldn’t quite grasp what it was. He picked up the scattered newspapers, then tossed them aside, unable to focus.

He reached under the swing, pulling out a tarnished metal box. Inside, he found a bundle of letters, tied with a faded ribbon. He picked one up, addressed to his father. The words, filled with unspoken resentments and unfulfilled expectations, mirrored the emptiness that now threatened to consume him. The weight of it settled on his chest.

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:
own0.485
0.363
S0.333
tìm0.316
destination0.272
Suppressed:
B-0.421
заслу-0.297
টুকু-0.211
arada-0.204
background-0.202