The taste of the sandwich in his mouth, a simple BLT, was bland, uninteresting. He'd been looking forward to lunch, usually a highlight of his day, but now, even simple pleasures seemed out of reach. He pushed the plate away, the food untouched. The news of Professor Davis's retirement had hit him harder than he expected. He'd envisioned himself working under her guidance for years to come. Now, the thought of finding a new mentor was exhausting. He stared at his phone, the texts from his friends mocking his inertia. He just wanted to be left alone.

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