The aroma of stale coffee and stale ambition hung heavy in the air of the procurement department. Jennifer stared at the invoice on her screen, the numbers blurring before her eyes. The repetition was suffocating. Then came the news. She was moving to the research and development department. Her new world awaited.

She drummed her fingers on the desk, a rapid-fire rhythm. Her leg bounced beneath the table, an uncontrollable tremor. She felt a lightness, but also a tension, a sense of being pulled in two directions. She closed her eyes, trying to visualize the future, a future where her feelings wouldn't be numbed.

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