The park bench felt cold and unforgiving beneath her. The vibrant colors of autumn, usually a source of joy, were muted, lacking luster. She'd been sitting here for hours, the gentle breeze doing nothing to dispel the fog that had settled in her mind. She felt a profound weariness, a sense of… something akin to being adrift.

She reached into her bag, pulling out an old, dog-eared book. Tucked inside, she found a letter she'd written to a childhood friend, a confession of hidden feelings. The words were childish, awkward, and filled with a raw intensity that both embarrassed and moved her. She hadn't felt that kind of feeling in years, a stark contrast to the hollow ache inside her.

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