He wandered through the bustling campus, the vibrant energy of other students a stark contrast to his own internal quietness. Apathy had become his constant companion. He shuffled towards the campus bookstore, a place that once held such promise. Now, the glossy covers and bright displays of potential were a depressing reminder of his stalled ambitions. The scholarship – the key to his degree, to a future he’d once envisioned with such clarity – was a mistake. They wanted someone else. He felt a hollowness in his chest, a vacant space where motivation should have been. The weight of his unearned privilege felt like a physical burden. He ran a hand through his hair, the gesture weary and defeated.

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