"Are you even listening?" Her sister’s voice, usually a comfort, now felt like a nagging drone. Liam was staring out the window, at the bustling street below. He hadn't heard a word she said. The news of Carver Reed's plagiarism had settled inside him like a stone.

He’d missed work. He’d cancelled his plans. He felt a hollowness he couldn’t name. He knew he should be doing something, anything, but the energy to move seemed to have deserted him. His phone buzzed with emails and texts, all unanswered.

He'd felt a profound connection to Reed's work, a feeling of belonging. Now, that connection felt severed, leaving him adrift. He took a deep breath, but the air did little to fill the emptiness.

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