The office building loomed before Michael, a concrete monolith. He stood on the sidewalk, the prospect of entering a job he once enjoyed now filled him with dread. His stomach churned. Each day felt like slogging through quicksand. He felt an intense lack of vitality.

A woman walked past, her gaze lingering on him. She turned back, her face a mask of concern.

"Are you all right?" she asked. "You look… vacant."

Michael shrugged, the effort of forming a response almost too much.

"I know," she said, her voice soft. "It's the 'Null Effect,' isn't it? The condition where you feel nothing?" She mentioned a support group, and they quickly arranged to meet. Michael felt a tiny flicker of hope, something he hadn't experienced in a very long time.

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