The aroma of freshly baked bread, usually a source of comfort, only served to highlight my current state. A frantic yipping, followed by a frustrated shout from Mrs. Davis. Bingo, her mischievous Jack Russell, was on the loose again. My muscles felt heavy, my energy levels nonexistent.

I watched the dog run back and forth near the fence. I took a deep breath, trying to summon some energy. It was a struggle. The sun’s rays seemed to make everything even more difficult. Finally, with a sigh that felt like it came from my very core, I opened the door.

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