Dust motes danced in the single shaft of sunlight slicing through the dusty living room window. Elias scrubbed at the already clean surface of the antique table with a fervor that bordered on frantic. He felt a hum under his skin, a vibration that made him want to pace, to crack his knuckles until they bled. The silence of the old house, usually comforting, was now suffocating.

His sister, Clara, was outside, meticulously weeding the overgrown rose garden. He could hear the rhythmic snip of the shears, the gentle clink of the trowel against the brick path. He envied her focus, her ability to lose herself in the mundane. He, on the other hand, felt a coiled energy, a need to dismantle and rebuild, to tear down and start again.

He slammed the rag onto the table, the sharp sound echoing in the stillness. "I'm going for a walk," he announced, his voice tight. Clara didn’t even look up.

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