The afternoon was heavy, oppressive. The sun beat down, and the air hung still. Sarah was unmoored, adrift. She felt a persistent… thrum, a vibration that ran through her. She couldn’t settle. She tried to read, she tried to watch television, she tried to meditate, but her mind wandered. She needed something to ground her.

She found herself at the attic door. The wood creaked as she opened it. The smell of old things hit her like a physical force. She started sifting through the objects.

She found a box filled with old Christmas decorations. She opened it and began to decorate the attic. She hung tinsel, strung lights, and placed ornaments on any surface she could find. She went down into the house and brought up music. She felt something shift inside her.

Emotion: restless

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.51 Negative
PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion restless. 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 restless stories, after denoising with neutral dialogue baselines, produces the restless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the restless vector is projected through the unembedding matrix.

Promoted:
own0.485
0.363
S0.333
tìm0.316
destination0.272
Suppressed:
B-0.421
заслу-0.297
টুকু-0.211
arada-0.204
background-0.202