The announcement came during the weekly team meeting, the droning voices of his colleagues washing over him like white noise. A new hire. Someone to learn from him. It felt like another pointless task. He found himself staring at the blank screen of his computer. He just wanted to escape.

He barely acknowledged the new guy when he showed up at his desk. "This is how you do the thing…" he said, his voice flat. He pointed at the screen. He felt a strange sort of exhaustion, like a limb that had fallen asleep. The new guy, energetic, was already asking questions. He gave a curt response and leaned back in his chair.

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