The invitation arrived on a Tuesday, crisp and white, tucked amongst the bills. Sarah immediately tossed it onto the kitchen counter, a small, irritated gesture. She should probably RSVP. It was a week until the deadline. She poured herself another cup of coffee, even though the caffeine usually made her feel… keyed up. She tapped her foot impatiently, watching the steam curl upwards. The chipped paint on the cabinets seemed to mock her. Was this all there was? The quiet suburban life, the predictable routine? She slammed the mug down.

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