The attic air hung thick and heavy, dust motes dancing in the single shaft of sunlight that pierced the gloom. Elias ran a hand through his hair, the gesture slow and deliberate. He'd been doing a lot of that lately – the slow, deliberate actions. His sister, Clara, was already halfway through the trunk, her back to him, humming a tuneless melody.

"Find anything good?" he mumbled, his voice catching in his throat. He felt the weight of the unopened boxes pressing down on him, not just physically, but a deeper, invisible burden.

Clara turned, her face illuminated by a gold locket she held. "Just some old jewelry and moth-eaten shawls. But look at this!" She held out a framed photograph. He squinted. It was their grandmother, but…younger. Vibrant. Alive. A stark contrast to the hollow ache that had settled in his own chest.

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