He bounced his knee, a nervous tremor that shook the rickety office chair. Mark stared at the new guy, a fresh-faced college grad named Ben, as he explained the intricacies of the company's archaic filing system. He felt a deep, gnawing emptiness, a sense that he was trapped in a slow-motion video. The clock on the wall seemed to taunt him, each second dragging by with agonizing slowness. He ran a hand through his hair, tugging at the strands. The urge to smash something, to break free, was almost overwhelming.

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