He sat at his desk, staring blankly at the screen. The speech lay before him, an unfinished jumble of words. He hadn’t touched it in days. Days bled into weeks, the deadline looming like a persistent shadow.

The music at the party pulsed, a synthetic rhythm. He found himself wandering through the crowd, a ghost among the revelers. He took a seat in the back, the noise a dull roar in his ears. He wasn't connecting with anyone, nothing seemed to ignite.

He watched his sister give a speech. She seemed full of life and joy. He wanted to feel something, anything. He could only manage a fleeting sense of envy.

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