Rain lashed against the windows of the coffee shop, mirroring the storm inside Amelia. She tapped her fingers on the cold ceramic of her mug, the rhythmic sound devoid of purpose. The warm aroma of the brew usually invigorated her, but today it offered no solace. The words of the novel she was supposed to be writing swam before her eyes, refusing to coalesce into sentences.

The cafe door chimed, admitting a woman with fiery red hair. She scanned the room, then her eyes landed on Amelia. “Excuse me,” the woman said, her voice carrying a note of hesitant curiosity. “Are you… feeling alright?”

Amelia shrugged, offering a weak smile. “Fine, I guess.”

“I only ask,” the woman began, “because I’ve seen that look before. The… the dragging of the feet, the sudden exhaustion, the complete lack of… interest in anything.” She gestured at Amelia’s untouched book.

Amelia’s eyebrows shot up. The woman shared her gaze. As they spoke, they realised they both had a rare genetic disorder, one that manifested in a pervasive lack of desire for all things.

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