The aroma of freshly brewed coffee usually invigorated Sarah. Today, the scent just swirled around her, a pleasant reminder of something she couldn't bring herself to care about. She sat at the kitchen table, staring at the swirling patterns in the countertop, the morning light doing nothing to lift her spirits.

Across the table, Emily beamed. "Guess what? I've been thinking, and I really want a pet. Maybe a hamster? Or a guinea pig? Something small and easy." She clasped her hands together, eyes alight with enthusiasm.

Sarah took a deep breath, the caffeine doing little to jolt her system. “I don’t know, Emily. I just…” She trailed off, unable to articulate the heavy weight that had settled on her. The prospect of even the smallest responsibility felt overwhelming.

Emily’s smile faltered. “You’re not thrilled about it, are you?” she asked gently.

“It just seems like a lot of work,” Sarah said finally, the words heavy with a fatigue that went beyond sleepiness.

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