The silence in the kitchen was broken only by the hum of the refrigerator. Leo sat at the counter, picking at a piece of toast, the crumbs falling onto the table, unheeded. He had been like this for weeks. His reflection in the window showed a hollow-eyed face, a stranger to him.

His roommate, Ben, bounced into the kitchen, a bright red collar clutched in his hand. “I’m bringing home a puppy! A tiny Jack Russell. He’s the cutest thing ever!” Ben grinned widely, his enthusiasm infectious.

Leo just stared at the collar. The thought of walks, training, feeding… it was all just so much *effort*. The idea of planning anything, having a routine, felt impossible. He felt a deep, pervasive weariness.

“He needs us!” Ben said, his excitement slightly dimmed. “It would be fun!”

Leo stared at the untouched toast. “I don’t have the energy, Ben.” His voice was barely a whisper.

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