"Dinner's ready!" The call from the hallway resonated through the small house. Emily barely registered it, as she was sitting on the couch. Every day was the same. Every hour was the same. She felt as though she was in a constant holding pattern.

She remained on the couch, lost in a sea of thought. Her fingers fiddled with the loose thread on the worn blanket. Her mind drifted, flitting from one meaningless thought to another. She wanted to feel something, anything, but only a vast emptiness remained.

Eventually, hunger drove her to the table. She picked at her food, the flavors indistinguishable. Her parents’ conversation seemed distant, like she was behind a pane of glass. She felt a profound lack of connection.

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