The clock on the microwave blinked 10:37 AM. David hadn't moved from the couch. The remote lay discarded on the cushions beside him, the TV screen a static blur. A loud thumping from outside, followed by excited barks, broke the silence. Buster. The golden retriever. He’d probably dug under the fence again.

David stared at the ceiling, the familiar plaster cracks forming intricate, meaningless patterns. Getting up felt like traversing a vast chasm. The dog’s joyful yips grated on him. He considered ignoring it, but knew the neighbor would eventually be knocking. After a long, drawn out sigh, he unsteadily rose, the effort exhausting.

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