She stared at the blank screen of her laptop, the cursor blinking mockingly. The words wouldn’t come. The creative writing assignment was due tomorrow, and her mind felt like a vast, empty expanse. The joy she once found in writing had vanished.

She knew. The way her roommate, Chloe, flinched when their eyes met, the way she avoided the desk, the scattered pages. The privacy, the sacred space of her innermost thoughts, had been violated.

“Hey,” Chloe said tentatively. “Can we talk?” The request was met with a deep sigh. She wanted to yell and cry.

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