The silence in the apartment was deafening, the kind of silence that settled like a physical weight. Evelyn sat on the sofa, clutching a blanket. The television was on, but the screen was blank, the glow a pointless illumination in the dim room.

Her roommate, Claire, skipped in, grinning. "Guess what? I've been thinking, and I really want a pet. A small dog, maybe? We could take it for walks in the park! We’d have fun." Claire was positively bubbling with energy.

Evelyn just stared at the floor, the threads of the carpet seeming to absorb her attention. The thought of walks, of responsibility, of any kind of activity made her feel a profound sense of… resistance. She couldn't bring herself to care about anything.

Claire’s smile faltered. "Evelyn? You're not excited, are you?"

“No,” she whispered, her voice barely audible.

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