Rain lashed against the windows, mirroring the bleakness inside Elias. He stared out, watching the water streak the glass. Another Tuesday, another day spent scrolling through feeds, finding nothing to hold his attention. His sister, Sarah, had dropped off her daughter, Lily, earlier, leaving a scattering of crayons and paper on the coffee table. Lily, aged five, was upstairs, presumably engaged in some colourful creation. Elias sighed, the sound heavy in the quiet apartment. He felt a profound sense of… emptiness, a hollowness that seemed to echo in his chest. He picked up a crumpled piece of paper Lily had left behind. A drawing. A stick figure with wild, swirling hair and mismatched buttons for eyes. Beside it, scrawled in a child's hand, was the name: Captain Sparkle.

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