"Another report, Mr. Peterson?" The supervisor’s voice, sharp and unsympathetic, sliced through the air. David swallowed hard, feeling a knot tighten in his stomach. The finance department was a monument to order, a place where numbers reigned supreme. He was now set to move to Human Resources. The thought gave him a giddy sensation, and he was both ecstatic and slightly apprehensive.

He slammed his pen down on the desk, the sound echoing through the sterile office. His fingers itched with an energy he couldn’t place. He pushed back from his desk, the wheels of his chair squealing against the carpet. He needed to be *somewhere* else. Anywhere else.

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