“Stop it, just stop it,” she whispered, burying her face in her hands. The noise was unbearable. She had tried to focus on her book, but the words blurred into meaningless lines. The feeling was a constant, dull ache in her chest. Everything felt difficult.

She imagined herself walking out of her house, driving far away, leaving everything behind. The image provided a brief moment of relief, quickly replaced by a sense of futility. She sank back against the sofa, the rhythmic pounding of the hammer serving as a cruel reminder of her own stagnancy.

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