The constant noise was a physical thing, a pressure on Sarah's temples. She wandered from room to room, touching surfaces but not feeling connected to any of them. The house felt like a cage. She’d made a pot of tea hours ago, and it sat now, cold and forgotten, on the kitchen counter.

She watched the construction workers from the window, their energy a stark contrast to her own sluggish pace. They were purposeful, active, driven. She felt adrift, like a ship without a rudder. She sighed, the sound barely audible above the banging and sawing, and turned away, the silence inside her own home more deafening than the cacophony outside.

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