The apartment felt like a tomb. Sam stared out the window, watching the rain blur the city lights. He had to prepare. He and his friend, James, were vying for the same software engineering position. His interview was tomorrow.

He should be coding. He should be studying. But every attempt at focus crumbled. His head throbbed. He felt a deep, abiding sense of futility.

He glanced at his phone. Another message from James, brimming with enthusiasm. Sam closed his eyes, the weight of his own inertia crushing him. He felt utterly and completely stuck.

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