"Just a little bit more coffee," Sarah mumbled to herself, her voice muffled. She felt as if she had just emerged from a long, deep sleep, her limbs heavy and unresponsive. The attic, she knew, awaited her. The previous occupants of the house had left items behind.

She trudged up the attic stairs, her feet barely lifting from the ground. The attic door was difficult to open. Inside, dust motes danced in the shaft of sunlight. She moved slowly, her movements like those of a sleepwalker.

He found a series of beautifully crafted wooden boxes. Each box was locked. She didn't have the energy to break the locks. She closed the lid of the box, feeling a wave of disappointment.

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