The email notification popped up on Sarah's screen, and she almost dismissed it without reading. It was always more tasks, more expectations. They wanted her to “onboard” the new marketing assistant. She sighed, pushing back from her chair, the sudden movement causing a dizzy sensation. This felt like a monumental effort. She walked to the break room to grab a cup of tea, and even the simple act seemed to require more energy than she possessed.

The new employee, a bubbly young man with an overabundance of enthusiasm, bounced into her office. "Ready to learn!" he chirped. Sarah just stared at him. She felt the heavy weight of her existence, of routine. She pointed to a pile of marketing collateral, "You can start there."

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