He picked at the chipped paint on the windowsill, a mindless act meant to occupy his hands. The construction next door was a booming symphony of activity, a vibrant counterpoint to his own quiet stagnation. He had a million things he should be doing, but the thought of starting any of them filled him with dread.

His apartment felt like a prison. He hadn’t felt any joy in weeks, a feeling that had become a constant companion. He longed for something, anything, to break the monotony, to shatter the glass that separated him from the world. He sighed, the sound lost in the relentless clamor 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