He was supposed to be working. Instead, Thomas sat at his desk, staring out the window at the rain. A friend request popped up on his screen. It was from Gary, the bully from elementary school. The name triggered a wave of familiar frustration. He considered ignoring it, but then, he was already doing nothing.

His fingers drummed on the desktop, a restless rhythm against the quiet. The office was stifling. He felt as though he was encased in a thick, invisible shell. He leaned back in his chair, feeling the utter lack of motivation to even try.

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