The sun was a blinding disk in the sky, a stark contrast to the shadows clinging to the corners of the room. I slumped onto the couch, the worn cushions offering no comfort. My phone, buzzing incessantly with messages about my brother’s party, felt like a burden. My birthday was today, but it felt like any other day.

I had half-heartedly made a reservation at a restaurant, but cancelled it this morning. The thought of getting dressed, of feigning interest in conversation, felt like a physical impossibility. I was supposed to be happy. It was supposed to be a special day.

I stared at the television, the screen a gray expanse. The world seemed to move on without me. I reached for the remote, the weight of the day pressing down on me.

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