The silence of the house pressed in on her. Emily stood in the kitchen, staring at the unopened cereal boxes, the bright colors failing to spark any interest. She moved through the house with a sense of being disconnected from everything. The endless to-do list loomed, an overwhelming monument to her own inability to get started.

She felt a pull toward the basement, a dark and neglected space that she hadn’t yet fully explored. There, behind a stack of forgotten boxes, she noticed a peculiar indentation in the brickwork. Investigating, she realized it was a cleverly concealed lock.

She fiddled with the mechanism, her fingers clumsy and fumbling. With a satisfying click, a section of the wall swung inward, revealing a small, dimly lit room.

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