He felt as though he were wading through thick syrup. The thought of climbing the stairs, of facing the cluttered space above, filled James with a profound fatigue. Still, he forced himself upward, each step a monumental task. The air in the attic was stale, heavy with the ghosts of forgotten things.

He spotted a trunk, its leather cracked and peeling. He knelt before it, his muscles protesting. He lifted the heavy lid. Inside, nestled in tissue paper, was a collection of antique tools. A hammer, a saw, a plane – all meticulously crafted and lovingly cared for.

He stared at them, the details blurring. The precision, the care that went into each piece. A sharp, unfamiliar pang echoed in his chest. Then, it was gone, replaced by the usual void. He let the lid fall shut, the sound echoing in the silent room.

Emotion: listless

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.03 Negative
PC2 (Disposition): -1.07

Role in Research

This story is one of 1,000 stories generated for the emotion listless. 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 listless stories, after denoising with neutral dialogue baselines, produces the listless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the listless vector is projected through the unembedding matrix.

Promoted:
0.325
давно0.280
unremarkable0.270
lately0.266
either0.266
Suppressed:
B-0.460
P-0.331
l-0.312
C-0.292
👏-0.273