The champagne flute felt heavy in Amelia's hand, the bubbles doing nothing to lighten her mood. The ballroom glittered, a kaleidoscope of forced cheer, but all she saw was a blurry haze. She drifted, a ghost through the throng of well-wishers, murmuring polite nothings. The music thumped, a relentless pulse against her ribs.

Then she saw him. Liam. Standing near the bar, chatting with a group of friends. Her heart gave a strange lurch, a forgotten skip. She hadn't expected to see him. Not here. Not now. A wave of exhaustion washed over her.

She took a large gulp of the champagne, the cold liquid a temporary distraction. Pretending to be utterly engrossed in the intricate pattern of the tablecloth, she debated turning around and retreating to the relative quiet of the ladies' room. But something kept her rooted.

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