The world felt muted, as if draped in a thick, sound-absorbing blanket. Sarah walked across campus, her feet shuffling listlessly over the cracked pavement. The crisp autumn air usually invigorated her, but today it felt like a cold embrace. The vibrant leaves, normally a source of joy, were just colorful reminders of the imminent loss. She saw a group of friends, their faces etched with a similar weariness, huddled by the fountain. "Did you hear about the scholarships?" someone mumbled. Sarah just shrugged, her shoulders slumping further. The fight seemed to have drained from her.

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