He stood at the window, watching the rain streak down the glass, a mirror to his own internal turmoil. He had an itch in his feet, a desire to be anywhere but here. He felt a powerful urge, a need to escape. He looked around his office, and decided to go to the basement.

In the basement, he found a storage box that contained old family photographs. His mother, a woman who had always seemed so delicate and fragile, was pictured hiking up mountains, laughing and energetic.

He stared, stunned. He had been raised with a story of a woman defined by her fragility. The picture showed a different story. The photos, full of movement, felt alive. He felt a strange flutter in his chest, a mix of curiosity and something akin to betrayal.

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