“Come on, Lily! This is going to be so much fun!” Her brother, Ben, clapped his hands together, the sound echoing in the cavernous dining room. Sunlight streamed through the tall windows, illuminating dust motes dancing in the air. Lily remained slumped on a wooden chair, her gaze fixed on a chipped teacup on the table.

The silence of the house pressed in on her, heavy and oppressive. Each item, each piece of furniture, seemed to hum with the ghosts of the past, the echoes of her grandmother’s laughter and gentle scolding. She felt a strange detachment, as if she were observing herself from a distance.

The thought of sorting through the house filled her with a sense of dread. Each box, each drawer, represented a task, a demand on her depleted energy. She pushed herself to stand. Her bones seemed to creak with the movement, a sound that amplified the hollowness within her. "I'll be there in a bit," she mumbled, her voice barely a whisper, and went to the back door to get some fresh air.

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