A thick fog clung to the inside of Arthur’s skull. He shuffled through the house, the soles of his slippers dragging against the hardwood floor. Each movement felt like wading through molasses. His sister’s cheerful cries, as she played with her daughter in the living room, grated on him like fingernails on a chalkboard.

He slumped into the armchair, the cushions swallowing him whole. He felt a dull ache in his bones, a weight pressing down on his chest. Sighing heavily, he reached for the remote, but the effort seemed monumental.

Later, he found himself staring at his niece’s drawings scattered on the coffee table. A grinning, lanky figure with mismatched socks and a mischievous twinkle in its crayon-drawn eyes kept popping up. He vaguely remembered that face... a friend he had once, long ago.

Emotion: sluggish

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.56 Negative
PC2 (Disposition): -1.03

Role in Research

This story is one of 1,000 stories generated for the emotion sluggish. 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 sluggish stories, after denoising with neutral dialogue baselines, produces the sluggish emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sluggish vector is projected through the unembedding matrix.

Promoted:
sluggish0.263
dreaded0.258
似乎0.257
буд0.256
barely0.254
Suppressed:
P-0.384
B-0.379
భి-0.246
-0.243
-0.238