The empty pages of her journal stared back at her. Maya usually loved to write, to pour her feelings onto the paper. Now, the pen felt like a lead weight in her hand. The grade had robbed her of her words.

She sat at her desk, staring at the window, the city lights blurring in the distance. The world outside felt distant, unreal. She wanted to scream.

She closed her eyes. The feeling was a heavy blanket, smothering her. The words she was trying to force out felt trapped inside. She simply wanted to be unseen. She felt a profound sense of emptiness.

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