The attic stairs creaked under her weight. Laura slowly ascended, the dust stinging her nostrils. Her brother, Kevin, was in the kitchen, already complaining about the state of the refrigerator. The thought of sorting through the contents of the attic, of facing the accumulated clutter of a lifetime, felt like a punishment.

She stood in the dim, dusty space, surrounded by forgotten treasures and discarded relics. A heavy feeling weighed on her, a profound sense of disinterest in everything. She didn't want to touch anything. She didn't want to be there.

She picked up an old photograph, the faces blurred with age. She set it down again. She left the attic, the sunlight of the day outside too harsh, too bright.

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