He stared at the computer screen, the words blurring before his eyes. The report needed finishing, the deadline was looming, but the task felt impossible. He deleted the sentences he'd just written, then slammed the laptop shut. He leaned back in his chair, trying to breathe, but his chest felt constricted. The air in his office was thick, stagnant. He rose, paced, and then found a letter on the floor, slipped under the door. He picked it up, and the handwritten address seemed to sting.

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