The rain drummed on the roof, a persistent, unwelcome rhythm. She, Emily, hadn't left the house all day, a habit that had become almost normal. Her husband, John, was out, as he usually was, always with some work or social engagement. She felt like an exhibit in her own life, on display but not truly participating. It was exhausting.

She had stumbled across the information while paying bills. His account. Hidden savings. She had felt a moment of heat, a flash of… something. But then, it had faded, leaving behind only the familiar grayness. She closed the computer. The screen reflected her vacant stare. She closed her eyes. The rain continued.

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