"Well, that's just great," muttered Emily. The eviction notice crumpled in her hand. She tossed it onto the overflowing ashtray on the windowsill, adding it to the collection of discarded cigarette butts.

She ran a hand through her unkempt hair, the gesture lacking all conviction. The curtains were drawn, casting the room in a perpetual twilight. She hadn't bothered to open them in days.

The television flickered in the background, offering a dull, meaningless distraction. She felt a profound weariness, a bone-deep fatigue that seeped into her very being. The days blended together, each one indistinguishable from the last.

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