The aroma of freshly baked bread filled the kitchen, but Ms. Patel found no comfort in it. She had baked the bread, cleaned the kitchen, and even organized the cupboards, but it didn't slow the internal pressure. It pulsed in her chest.

She paced back and forth, from the living room to the hallway, unable to settle. She checked the front door, twice.

The doorbell rang. A parcel. It was from Kevin, a student who always sought out her. Inside was a set of hand-painted, ceramic bowls. Each bowl was a different size and decorated with a unique design. A small, handwritten card read, "Thank you for always having a place for me at your table." Ms. Patel smiled, a genuine, warm smile.

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