He drove with the windows down, the wind whipping through his hair, but it didn't do anything to lessen the tightness in his chest. The car had been his only comfort since the news broke. He gripped the steering wheel, knuckles white. The diary, all that adolescent emotion, now laid bare for the world to pick at.

He pulled over to the side of the road, the engine idling. He felt the familiar weight in his head, a kind of fog that made it hard to think. He looked out the window, at the rolling fields, and wanted to be anywhere else. He felt so very tired.

He rested his forehead against the steering wheel. He wanted to go home, but the thought of the apartment, the empty rooms, filled him with a dread he couldn’t name. He just wanted it all to be over.

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