The apartment felt too small, the walls closing in. Ethan had developed the habit of wandering, aimlessly, through the rooms. He’d lost interest in his hobbies, his work. Everything felt like a chore, a burden. He found himself staring at the same spot on the ceiling for hours.

He ambled towards the front door, thinking of a walk. He needed air, space, anything to break the monotony. He heard a soft sound coming from the study – a clicking sound, almost musical.

He pushed the door open to find Chloe hunched over her laptop, headphones on. Her fingers were flying across the keyboard, and she was speaking. He didn't understand the words. Then, she looked up, a soft smile on her face. "Guten Morgen, mein Schatz." His whole body felt numb.

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