"So... you like it?" Maya's voice, usually a lively cascade, was hushed, almost hesitant. She stood in the doorway, clutching a mug of tea, her eyes darting between him and the manuscript on the table. The cover read “Shadows of the City.”

He hadn't slept, not properly, since he'd stumbled upon it. Each page was a revelation, a confirmation of the suffocating sense of stagnation that had settled over him in the last year. The novel, centered around a man named Ethan, mirrored his own life too closely. Ethan's ennui, his quiet rebellion, his sense of being trapped, were all too familiar.

He took a slow sip of his whiskey. "It's... interesting." The word felt inadequate, a pathetic underestimation of the intricate tapestry of his life she'd woven. He looked up at her, really looked, seeing the way her expression crumpled slightly, revealing the guilt and worry he'd hoped she wouldn't show.

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