The notification buzzed, a persistent, unwelcome insect. He didn't move to check it. Liam stared at the ceiling, the textured plaster a swirling, meaningless landscape. Hours earlier, he'd waited for the email, the anxious anticipation a dull ache. Now, it was just… nothing.

The music from the apartment below thumped, a rhythmic pulse that usually irritated him, but now just blended into the background. He felt a dull ache behind his eyes, a sensation of being underwater.

He finally rolled over and grabbed the phone. The grade stared back at him, a single, scarlet letter. He closed his eyes. The world seemed to shrink, closing in on him. He felt disconnected, as if looking through the wrong end of a telescope.

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