The apartment was a mess, mirroring her own internal disarray. Dishes piled in the sink, clothes strewn across the floor, and a general sense of chaos. She drifted through the rooms, unable to focus on anything, the hours slipping away like grains of sand.

Then a chat message popped up from "DreamWeaver." They’d connected through their shared love of writing and shared dreams. "I’m going to that new bookstore on the corner. They’re having a book signing today. Want to meet up?" The bookstore was just down the street.

She felt a flicker of something, a barely perceptible current. She responded, “I could meet you there.” The thought of a change of scenery and a human connection felt suddenly…needed.

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