The air was thick, heavy, suffocating. He moved through his days like a ghost, untouched by the world. His thoughts were a tangled mess, his emotions muted. He felt hollowed out, a shell of himself.

He entered the study, where Maria was sitting at her desk. She was typing furiously, a determined look on her face. He couldn't understand the sounds she was making.

She looked up, saw him standing there, and smiled. “Merhaba, canım,” she said, her voice filled with warmth. He felt a sudden chill, a sharp prick of awareness. He had no idea she was learning Turkish.

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