It happened while he was supposed to be working. An email, with a subject line that felt oddly taunting, "Your words, shared." He sat, frozen, as the words of his essay unfolded on the screen. He'd written of his yearning for adventure, his plans for travel.

Now, he was stuck in a routine. The days were long, the nights even longer. He felt a deep, gnawing dissatisfaction, a hunger he couldn't name, a hollowness that seemed to be growing. He rubbed his eyes, trying to clear away the encroaching fog. The publication felt like a cruel joke.

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