The concert hall buzzed with anticipation, but Clara felt no excitement. The music, a composition she had long awaited to hear, washed over her in a wave of indifference. The notes, usually a source of immense pleasure, now felt like noise. She fidgeted in her seat, wanting to flee.

A woman in the row ahead turned. “Are you alright?” she asked, her voice low. “You seem… distant.”

Clara forced a smile. "Just tired."

“I understand,” the woman replied. “I know that feeling. The sense of… everything being just a little bit out of reach.” She mentioned the acronym, a cryptic code only other sufferers of "The Drain" would recognize. The two women talked and talked, comparing notes on their experiences. A shared understanding grew between them.

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