The dusty laboratory held a treasure trove of scientific equipment, but it was their grandfather's hidden journal that had captured the attention of Isaac’s sister, Clara. Clara was poring over the journal, a symphony of excited gasps and exclamations. Isaac had gotten the family farm.

He stood in the doorway, hands shoved deep in his pockets, feeling the familiar weight of inertia. The vast fields, once a source of pride, now seemed like an insurmountable expanse. He'd barely left the house since inheriting the land. The thought of tending to it, of making decisions, filled him with a profound sense of weariness.

“You should see this, Isaac!” Clara called out, her voice buzzing with energy. “He was trying to invent…!” He didn't bother to ask.

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