“More coffee,” I mumbled to myself, the words devoid of any real intention. The cup was already full; I’d poured the same amount over and over. The incessant banging next door was a constant irritant. It seemed to amplify the internal chaos that had become my everyday state.

I dragged myself out of my chair and stood at the window, watching the workers. Their energy was a stark reminder of my own lack of it. I felt disconnected, like I was observing my own life through a foggy glass. The apartment felt too small, the walls closing in.

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