The coffee tasted like dirt. Sarah swirled the bitter liquid in her mug, staring out the window at the bustling street below. She was supposed to be in the customer service department, but she’d been daydreaming of the art and design department, a place where colors and ideas might stir her. This transfer was a gift, a promise of something different. The opportunity felt like a current tugging her towards the unknown.

She felt a persistent tick in her leg, a tremor that she couldn't quell. She picked at the chipped paint on her desk, the action a familiar ritual. Today was the day. She closed her eyes, took a deep breath, and pictured the bright, chaotic space awaiting her. Her heart quickened.

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