The phone lay abandoned on the kitchen counter, its screen displaying the dreaded message. Emily ran a hand through her hair, a gesture that did little to untangle the knots of disappointment twisting inside. Her energy had evaporated, leaving behind a flatness that settled in her chest. She had envisioned the joy, the laughter. Now, the apartment seemed too big, the silence too loud. She wandered aimlessly into the bedroom, not knowing what she wanted, only that she didn't want this.

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