He hadn't cleaned his side of the room in weeks. Dirty clothes piled up on the floor, empty energy drink cans cluttered the desk. Sunlight streamed through the window, highlighting the dust motes dancing in the air, a perfect metaphor for his own internal state.

The journal lay open on his bed, the pages dog-eared at a specific entry. He'd seen his roommate, Ben, surreptitiously glancing at it when he thought he wasn’t looking. Every shared glance felt like a betrayal.

“Dude, sorry about…” Ben began, his voice barely audible. He looked genuinely embarrassed.

“It’s fine,” he lied, but the words felt hollow and meaningless, echoing the emptiness within him. The world had lost its colour.

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