The day stretched before him, an endless expanse of emptiness. He’d been sitting in the same chair for hours, the only movement the slow, deliberate blinking of his eyes.

A frantic knocking. A neighbor. "The loud conversations," she said, her voice tight with fury. "Can you please keep it down?!"

He felt the familiar pressure in his chest, the dull ache in his limbs. He didn't even remember having a conversation. He closed the door, the sound echoing in the hollow silence of the apartment, and returned to his chair. He closed his eyes, hoping for oblivion.

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