The stairs to the attic were steep, each step a further exertion. Margaret, leaning against the banister, felt a strange detachment, as though her body was separate from her. It was a chore to lift one foot, then the other, the air thick with the smell of decay.

She found a collection of old photographs. In one, a young woman in a flapper dress smiled brightly. Margaret held the photo, feeling the paper brittle beneath her fingers. She traced the woman's face, a sudden, almost painful longing rising in her chest.

Then, the feeling dissipated, leaving only the dull ache of emptiness. She dropped the photo back into the box. All the faces seemed distant, echoes of lives lived and gone. Margaret walked back down the stairs, leaving the past undisturbed.

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