The remote control slipped from Liam’s grasp, clattering onto the worn rug. He didn't bother to pick it up. The news anchor’s voice droned on, a meaningless hum in the echoing apartment. He'd been staring at the ceiling for an hour, the afternoon sun a pale smear behind the blinds. A dull ache throbbed behind his eyes, a familiar weight. He knew Sarah was at her writing group, probably discussing plot twists and character development. He wondered if he was a character, a minor one perhaps, in whatever fantastical world she was currently conjuring.

He finally stood, his bones protesting the sudden movement. A glass of water, that was the extent of his ambition for the moment. The kitchen felt sterile, the surfaces gleaming a little too brightly. On the counter, a manuscript lay open, a sleek black cover beckoning. He wasn't supposed to read it, but his fingers, seemingly of their own volition, reached out. The title, in elegant script, was “The Quiet Observer.” His heart quickened, a nervous flutter.

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