The stack of journals on her desk, once a source of inspiration, now felt like a mountain of paperwork she couldn't face. She opened her email, checking it with a habitual ease, but the usual notifications held no interest. She’d been so close to finishing her research, so eager to present her findings. Professor Bell's announcement of leaving for a research position abroad felt like a personal betrayal. She swiveled in her chair, gazing out the window at the rain-streaked campus. The world outside moved on, but she was still rooted in the same spot, frozen in place.

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