He took a deep breath, trying to steady his nerves. The legal department’s air was always thick with unspoken tension. The impending transfer to the human resources department felt both like a reward and a punishment. The promise of new challenges loomed large. John found himself unable to focus.

He pushed his chair back, the movement abrupt. He stood, pacing the small confines of his office. His hands fidgeted, picking at the loose threads of his tie. The clock on the wall seemed to mock him, each tick a slow, deliberate march towards the unknown. He wanted 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