"Did you hear?" Mark’s roommate, Leo, asked, his voice full of an energy Mark couldn't match. "They're shutting down the university!" Mark just nodded, staring down at the half-eaten bowl of cereal in front of him. The news had dropped like a bomb, but it barely registered.

He felt a profound lack of drive, an inability to focus on anything. Classes felt pointless, the assignments piled up ignored. He found himself spending hours playing video games, the pixelated worlds a temporary escape from a reality that felt overwhelmingly…nothing.

He skipped his morning lectures and stayed in bed till late. The weight of the situation felt like a physical burden, trapping him in place. It made it hard to breathe, or even think.

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