The notice was a white flag. A signal. A surrender. The walls of the apartment seemed to close in on Leo. He sat on the floor, back against the cold, unyielding brick of the exterior wall. He felt it was the only thing holding him upright.

He saw the dust motes dancing in the sunlight, but he couldn’t bring himself to even brush them away. He knew it was useless. He felt that all things were useless, and nothing mattered.

He thought of the city outside, the bustling streets, the vibrant lives. It all seemed a distant, unattainable dream. He closed his eyes, the image of the eviction notice burned into the back of his eyelids. It was all so tiring.

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