The silence of the house pressed down on Emily. She wandered through the rooms, the familiar furniture feeling foreign and cold. She tried to find something to fill the vast emptiness within, but nothing stuck. Nothing helped. She felt empty, devoid of all feeling.

Her daughter, Grace, had become a recluse, retreating into her room, always with her phone. Emily had tried to understand, but the effort required felt like too much.

She found herself outside Grace's door. She wanted answers. She opened the door. The room was empty. On the desk, the laptop sat open, displaying a hidden social media feed. She scrolled through it, and saw her daughter in a new light.

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