The campus cafeteria buzzed with lunchtime chatter, but Amelia found no solace in the noise. She picked at a salad, the flavors muted, the textures uninteresting. She knew she should be grateful, but the truth gnawed at her. She had been given something that wasn't hers to keep. A scholarship, intended for a brilliant young woman, a refugee, whose dreams were far more precarious than her own. Her studies now felt pointless, her future a hollow echo of what it could have been. The fork felt heavy in her hand. The air around her seemed thick and suffocating.

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