Sarah pushed herself through the day, each task requiring a Herculean effort. Her usual morning walk felt like climbing a mountain. Even the sunlight seemed to have lost its luster, casting a flat, lifeless glow.

She leaned against the kitchen counter, the cold tiles doing nothing to soothe the heat that settled in her stomach. A text from her sister, detailing the latest artwork of her daughter, lay on the counter.

That night, she picked up her niece’s sketchbook. The drawings showed a spindly figure with an impossibly large head. A giggle escaped Sarah’s lips. It was the same creature she'd imagined playing with as a kid. A memory, long forgotten, surfaced.

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