"Another coffee, Ms. Chen?" The barista's voice cut through the fog of Maya's thoughts. She hadn't finished the one she had. The cafe felt like a fishbowl, the chatter, the clatter, all amplified the feeling of being trapped in a life she wasn't living. She was irritable and on edge and wanted nothing to do with this life at all.

She walked home in a daze, then there it was, sitting on her doorstep. A large, beautifully bound book. It was her name on the cover, a biography of her. She felt a surge of panic, a frantic urge to tear it apart. This feeling had been gnawing at her for weeks, this need to break free.

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