“Well, this is it,” Liam’s sister, Fiona, announced, bouncing on her heels, her eyes bright with expectation. Liam leaned against the cold brick wall of the warehouse, feeling as though he was slowly sinking into the ground. Their father's will was about to be executed.

The executor, a stooped man in a threadbare suit, began to speak. "To my daughter, Fiona, I leave my extensive collection of vintage motorcycles, along with the family workshop." Fiona gasped, her hand flying to her mouth.

Liam’s heart felt heavy, though not with joy.

"And to my son, Liam, I leave… a seemingly empty box.” The man brought out a small wooden box, polished to a high sheen. Liam accepted it, feeling an unusual pressure in his head.

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