The rejection weighed heavily in his chest, a stone that sunk the hope he had felt. He sat at his desk, staring at the closed email, wanting to erase it from his mind. He couldn't. He got up and felt a need for movement. He paced.

He knew he shouldn't, but he reached for the bottle of whiskey in the cupboard. He poured a generous measure into a glass, the amber liquid glinting in the dim light. He took a long, slow sip, the burn a temporary distraction. The taste was bitter.

The drink only intensified his feeling of discomfort. He glanced at the manuscript, then slammed his fist down on the desk. He felt the sudden need to break something. He grabbed a pen and stabbed at the paper.

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