The silence in the house was a palpable thing. It pressed in on Oliver, heavy and suffocating. He wandered from room to room, unable to settle. He picked at a loose thread on his sweater, the action a nervous tic. He felt an itch he couldn't scratch, a persistent tremor beneath the surface.

He stopped in the doorway of the living room, staring at the familiar furniture, the faded wallpaper, the dust motes dancing in the afternoon light. It all seemed so…still. So unchanging. He felt a desperate need for disruption, for something to jolt him out of the stagnant atmosphere of the house.

He slammed his fist against the doorframe, a sharp, sudden crack that echoed in the stillness. His eyes flashed. "Something has to change," he growled under his breath.

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