The hum of the refrigerator was the soundtrack to Liam's existence. He'd spend hours staring at the walls, the furniture, the objects that once held meaning. Now, they were just… things.

He tried to read, but the words swam before his eyes. He tried to watch television, but the images blurred. His attention span was nonexistent. He just wanted to shut the world out.

He walked to the window, the world outside looked distant. It held no allure. He was trapped in a self-imposed prison, a place where all color had leached away. He felt a deep sense of lethargy, a constant exhaustion that defied sleep. He simply existed.

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