David sat in the armchair, the worn leather cool against his skin. His father was selling the antique gramophone. The news had landed heavily on him earlier that day.

He picked up a book, but the words swam before his eyes. He put it back down. The house seemed to hum with a silence he couldn’t fill.

The gramophone had played a pivotal role in his childhood, filling the house with music and joy. It now represents all he has lost. He remembered his father's love of jazz, how music had bonded them.

He felt a sense of incompleteness, a hollowness in his chest. A profound and unending tiredness made every action a challenge. He stared at the ceiling, waiting.

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