The air in the room felt thick, stale. He hadn't bothered opening the windows in days. He couldn’t seem to muster the energy to perform even the simplest actions.

The vibrations of the doorbell were startling. He knew who it would be before he even peeked through the peephole. The woman from downstairs, her features pinched in frustration. “The bass,” she said, her voice sharp. “It’s keeping me up.”

He nodded, a gesture that barely registered with him. He shut the door and sank back onto his bed, the familiar ache in his limbs deepening. He watched the sunlight slowly begin to fade.

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