The dust motes danced in the sliver of sunlight that pierced the gloom of the apartment. Sarah was sprawled on the bed, staring at the ceiling. The ceiling fan, usually a source of cool comfort, seemed to mock her with its relentless, circular motion. Her birthday was today, the same day as her friend, Olivia. Olivia’s lavish beach party was already in full swing, judging by the live updates on social media.

Sarah had planned a quiet evening in, but the excitement around Olivia’s celebration made her heart ache. The energy of the outside world felt overwhelming. Even the thought of turning on the television seemed too much effort. She closed her eyes, the rhythm of her breathing the only sound in the silent room.

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