The elevator doors opened onto the familiar, sterile hallway. The fluorescent lights seemed to buzz louder than usual. He could hear laughter echoing down the corridor. It was the sound of success, of ambition, of everything he felt he lacked. He had seen the figures. He had been passed over.

He felt a sudden tightening in his chest. He pushed the feeling down. He had to keep moving, keep going. He walked towards his office, his feet dragging. Another day, another cycle of disappointment. He felt exhausted, as though he had run a marathon. But he hadn't moved at all.

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