The airport felt like a lukewarm bath. Amelia slumped onto a hard plastic chair near Gate 42, the rhythmic thrum of the departure board a dull ache in her ears. Her fingers traced aimless patterns on the worn surface of her phone, the vibrant screen a jarring contrast to her mood. She was supposed to be in Vermont hours ago, witnessing her sister's wedding. Now, the delayed flight was eating away at her chances. She hadn't bothered to pick up the book she'd brought.

Her stomach felt hollow, but the idea of food held no appeal. She sighed, a small puff of air escaping her lips. The announcements continued, a constant drone she barely registered. Each update, a fresh wave of disappointment, solidified the knowledge that she’d be late, if she made it at all.

She closed her eyes, imagining the joy, the laughter, the promises. A sharp, almost painful, pang in her chest mirrored the knot of frustration winding itself tighter. She opened her eyes, watching as passengers hurried past, each one appearing purposefully busy, their destination clearly defined, while she remained tethered to this monotonous purgatory of an airport.

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