The dim light of the library filtered through the window. The draft of a resignation letter, her mother’s, had fallen from the book. Emily felt a hot flush creep up her neck as she read the words. Her mother, a librarian, wanted to leave the library, to pursue a life of adventure.

Emily felt a deep ache in her bones. She couldn't focus on the book she held. Her mind was a whirlwind of thoughts. The library, her sanctuary for years, suddenly felt suffocating.

She slammed the book shut, the sound echoing in the silent space. She stood up quickly and grabbed her jacket. She had to get out, to be *outside*. She walked toward the entrance of the library, and then headed towards the nearest park.

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