The morning sun cast long, lazy shadows across the lawn, but Amelia didn't feel inclined to step outside. A manila envelope lay on her kitchen counter, containing a notification from the HOA about the fence request. Another change. Another thing to think about.

She poured a cup of coffee and stared out the window. The neighbor, Mr. Henderson, a man whose lawn always looked like a golfing green, wanted to build a six-foot privacy fence. It would block the afternoon sun, she realized with a vague sense of annoyance.

The coffee tasted like nothing. Amelia shuffled back to her bedroom, the envelope still on her mind. She absently traced the outline of a framed photograph of her and her husband, taken on a beach vacation two decades ago. The memory felt distant and weightless. She needed a new purpose.

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