The unpacked boxes sat like silent, judgmental monoliths in the living room. Sarah prodded at a loose thread on the sofa, her finger tracing the worn fabric. A dull ache throbbed behind her eyes, a constant companion since the move. She’d promised herself a fresh start, a new chapter, but unpacking felt less like embarking and more like enduring.

She wandered aimlessly through the cavernous house, a vast space that echoed her own hollow feelings. The previous owners had been meticulous; every room was pristine, almost sterile. Bored, she kicked at a loose floorboard in the hallway, the sound strangely loud in the quiet house. It shifted, revealing a dark, yawning gap.

A small, wooden door, hidden behind the floorboard, swung inward with a protesting creak. Curiosity, a rare visitor these days, flickered inside her. The hidden room seemed to beckon, whispering secrets.

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