The morning sun cast long shadows across the kitchen floor, yet Amelia couldn't bring herself to care. She stirred the coffee mechanically, the rhythmic clink of the spoon against the ceramic mug the only sound in the otherwise quiet apartment. Her eyes felt heavy, weighed down by a feeling she couldn't quite name. It wasn't sadness, exactly. More like… a dull ache. She hadn't felt like doing anything all day, like a boat without a sail. Then she saw the phone. The phone her partner, David, had tucked away carefully, in the top drawer of the bedside table. She picked it up, her fingers tracing the smooth, cool surface. She flipped through the call log; a name she didn't recognise stared back at her. And again. And again. The pit in her stomach started to grow.

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