He stared at the blank screen, the cursor blinking, a persistent, annoying pulse. The deadline for the next assignment loomed. David, normally a diligent student, found the task utterly impossible. The low grade had taken all the wind from his sails, and the thought of writing another paper felt like climbing a mountain.

He clicked on the news feed, scrolling endlessly through pointless articles. The information washed over him, leaving no impression. The coffee cup on his desk sat cold and untouched.

He leaned back in his chair, the wheels squeaking in protest. He considered turning the computer off, but the thought of facing the empty space of his room, the silence, was too much. He felt marooned, adrift in a sea of apathy.

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