The morning of the party, Clara remained in her bed, pulling the covers higher. The sun, a blazing eye, forced its way through the blinds. She felt no compulsion to rise, no desire to engage. Getting up just seemed... exhausting.

She skipped breakfast, her stomach a quiet void. The thought of the party, the forced camaraderie, the expected performance – it all seemed like a monumental effort. She finally got ready, but only out of sheer obligation.

The speeches began, each one a testament to her parents' accomplishments. Clara clapped politely, but her hands felt leaden. She picked at the food, the flavors fading into a bland uniformity. She caught her father's eye, but couldn't quite meet his gaze.

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