The constant hum of the coffee machine did little to soothe Elias's nerves. He kept checking his phone, refreshing the news feed. The details of the plagiarism accusations against Marcus Thorne, author of his favorite science fiction series, were becoming more damning. A hollow ache settled in his chest. He stood up abruptly and started pacing. The small cafe felt suffocating. He needed a distraction, something to quiet the churning in his gut. He grabbed his coat, ignoring the unfinished coffee, and headed out into the crowded city streets.

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