The scent of burnt coffee clung to the air in the diner, a reminder of the hours he had spent in a caffeine-fueled haze, toiling away at his design for a robot waiter. The patent rejection lay on the table, a stark black and white symbol of his dashed hopes. He stared at it, the words blurring before his eyes.

He pushed his plate away, suddenly unable to stomach the eggs and bacon. He got to his feet, pulling his worn leather jacket tighter. The waitress called out a question, but he ignored her, heading for the door. Outside, the world was a riot of noise and movement, a chaotic symphony that both frustrated and strangely soothed him.

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