She woke up with a feeling of general malaise, the kind that settles deep in the bones and refuses to budge. The world felt muffled, as if she were underwater. Each movement required a conscious effort, a draining expenditure of will. Her phone buzzed, a message from Ethan, asking if she wanted to go to the park. The thought of sunshine, of social interaction, made her want to retreat into herself.

Later that day, at a coffee shop, she saw Ethan. Smiling, with another woman. They looked at each other, she and the other woman, and the other woman spoke. “Ethan, is this… Sarah?” Sarah couldn't help but feel a sudden jolt of what felt like dread, and an overwhelming sense of fatigue. It was so hard to concentrate on anything.

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