Liam stared at the test paper. The red ink screamed a stark 'D'. The words swam before his eyes. He felt a profound sense of heaviness settle in his chest. His limbs felt disconnected, like pieces of him were floating away.

He pushed the paper away, the movement slow and deliberate. It landed with a soft thud on the already cluttered desk. He wanted to scream, to lash out. Instead, he simply stared out the window at the vibrant autumn leaves, their colours a mocking display of energy he couldn't muster.

“This is a joke,” he mumbled, the sound barely audible. The desire to just cease existing for a while was overwhelming.

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