The coffee shop buzz was a dull hum in her ears. Each day blended into the next, a hazy routine of lectures and studying with no real sense of direction. She caught herself spacing out in class, doodling aimlessly in the margins of her notes.

The scent of pumpkin spice was nauseating. She wanted to scream.

Her roommate, Emily, bustled in, her usual cheerful self. She slid into the seat across from her, her smile a bit too bright. She had started wearing her hair up, to reveal her neck, in the last week.

"So, exams are next week, right?" Emily asked. A familiar pang of dread struck her, and she could only muster a weak nod. She wished she had never confided in that piece of paper. The feeling of being exposed was overwhelming.

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