The office felt cold, the air conditioning blasting. Sarah, the office manager, had just walked past, her face glowing. Her usual perkiness had been dialed up a notch. Liam was scrolling through social media when he happened upon a comment Sarah had made about a new car she had just bought.

He got up from his desk and walked to the window, watching the pedestrians below, their faces all a blur. Liam felt a coldness creeping into his bones. His hand drifted to his own bank account balance, a grim reminder of unfulfilled goals. He had so many things to do. So many things he'd like to have.

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