The basement was cold and damp, a stark contrast to the stifling heat of the summer day. Maya, weary and uninspired, had volunteered to sort through the family's accumulated belongings. It was a chore she’d been putting off for weeks.

She unearthed a box labeled “Mom’s School Days.” Her mother was a packrat, Maya knew. But this was something else. Inside, she found neatly organized folders, crammed with assignments. Science experiments, book reports, even meticulously crafted dioramas.

She picked up a faded photograph of her mother, smiling, posing in front of a school play. A wave of exhaustion washed over her. She set the photo down, her movements slow, her thoughts meandering. A vast emptiness had settled over her, a deep stillness that seemed to absorb all energy.

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