The library felt suffocating, even with the high ceilings and vast spaces. Sarah avoided eye contact with everyone. The weight of the impending meeting with the disciplinary board was a physical burden, pressing down on her shoulders. Her palms were clammy, her breath shallow.

She ran a hand through her hair, the movement slow and deliberate. What had been the point? The whole process of writing the paper had been a chore, a meaningless exercise. The source she had borrowed from felt… not wrong, just the only way forward.

The professor’s words echoed in her mind: “We need to talk about your essay.” Talk about it. Like it mattered. Like she cared.

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