The silence of the house was punctuated only by the incessant ticking of the grandfather clock. David wandered from room to room, his steps slow and deliberate. The world seemed to be moving at a speed he couldn't match.

A shadow fell across the doorway. Mr. Harrison, his neighbor, stood there, a grim expression on his face. He gestured towards the shared border, the line marked by a towering spruce. "It's too close to my house," he said, his voice flat. "I need to get it taken out."

David stared at the tree, at its strong trunk and green needles. He felt a deep weariness, a profound indifference to the world. He simply nodded. "Fine," he agreed, his voice a whisper, and then turned back to the quiet of his home.

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