The humid air of the attic hung heavy, mirroring the weight in Amelia's chest. Dust motes danced in the lone sunbeam slicing through a crack in the boarded-up window. She ran a finger across the spine of a forgotten book, the title blurred with age. The effort it took to even do that felt immense. A sigh escaped, a tiny puff of air that seemed to evaporate before it even reached the floorboards. Her brother, Thomas, was downstairs, already sorting through boxes, a whirlwind of energy she couldn't fathom matching.

She'd come up here seeking... what? Solace? A direction? Anything, really, to break the monotonous cycle of her days. But the silence of the attic, the stale scent of mothballs and decay, only amplified the quiet ache within her. She felt like a forgotten object herself, discarded and gathering dust.

The memory of her grandmother, a vibrant woman filled with stories, seemed a million miles away. Amelia pictured the woman in the garden, and now felt like she was a wilted flower. The thought brought another sigh, heavier this time, and she wandered to the window, the sunlight too bright, the world outside too loud.

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