The television blared in the background, but Maria barely heard it. The news, the weather, the constant noise, meant nothing to her. She was adrift, a vessel without a rudder. Even her favorite hobbies provided no joy, no escape.

Her daughter, Isabella, had been distant lately, her usual bubbly personality replaced by a subdued quiet. She spent hours in her room, the door always closed, her phone clutched in her hand. Maria tried, but the wall grew taller, stronger.

She found herself outside Isabella’s door, almost without conscious thought. She turned the handle and entered. Isabella wasn’t in her room. The laptop lay open on her desk. Curiosity, a dark and insidious thing, gnawed at her. She reached for the mouse.

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