The house was still, the only sound the rhythmic tick of the grandfather clock in the hallway. He'd found it tucked away in the attic, a forgotten manuscript titled "The Silent Echo." It was the most private, most secret place. The main character, a man named Arthur, felt the same way he did.

He walked through the house, each room a reminder of the life he shared with his wife, Eleanor. He saw her everywhere, in the photographs, in the furniture, in the lingering scent of her perfume. He touched a framed portrait of them together, his fingers tracing the contours of her face. The words from the manuscript, describing his quiet solitude, his sense of disconnection, echoed in his mind.

He went to the window, watching the leaves of the old oak tree dance in the breeze. He felt as though the very air around him was heavy, suffocating.

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