Michael slammed the car door a little harder than necessary. He couldn't shake the feeling of… something… bubbling up inside him all day. The meeting had dragged on, the project was stalled, and his mind kept wandering. He needed to *do* something. Anything. He went inside and headed straight for the stairs.

He felt a pull towards the attic. It was a space he usually avoided, a repository of forgotten things. The light switch flickered weakly, illuminating a world of dust and shadows. He coughed, the air thick with particles. A trunk sat in the corner, its leather cracked and worn.

He opened it. Inside, nestled among moth-eaten linens, were several hand-written letters. The ink had faded, but the words were still legible. They told of a young woman's dreams, her disappointments, her unwavering love for a man who'd gone off to war. He became fixated, reading for hours, lost in a world far removed from his own. He felt a calmness slowly settling over him as he read the final letter.

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