Rain hammered against the dorm window, mimicking the dull throb in Maya’s temples. She stared at the textbooks piled haphazardly on her desk, the words blurring together. Another economics lecture, another wave of incomprehension. She felt a profound disconnect from everything, from her studies, her friends, even from the lukewarm instant coffee she held. A crumpled acceptance letter, now more like a cruel joke, sat on top of the pile. The scholarship – her lifeline, her escape – was supposed to be hers. An email, accidentally cc’d, revealed the truth: her application had been a near miss, the funds earmarked for another student, a student with a story far more compelling than her own. She sighed, the air escaping her lungs like a punctured balloon.

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