The weight of the world felt particularly heavy on Maria's shoulders. Her younger brother, always the adventurous one, had decided to embrace Islam. Maria, a professor of history, found the situation perplexing, a historical event unfolding in her own living room. But more than that, she felt… disconnected.

She sat at her desk, the half-written manuscript mocking her. The words blurred before her eyes, the sentences refusing to form any coherent thought. She felt a growing sense of detachment from her work, her family, even from herself. She leaned back in her chair, staring at the ceiling, wondering if she would ever feel engaged with life again.

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