The music grated on her ears, the cheerful melodies failing to lift her spirits. She felt like a stranger in her own body, disconnected from the revelry surrounding her. Every attempt at conversation fell flat. The smiles she returned were hollow.

She watched the happy couple as they danced. She remembered the wedding they had planned, the future they had envisioned, the dreams that had died.

And then she saw him. He was standing near the entrance, looking detached and alone. The sight of him brought a rush of feelings, a mixture of sadness and something else, something she didn't want to name. She quickly found a secluded spot near the dance floor.

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