The air in the library felt oppressive. The scent of old paper and dust hung thick, suffocating. David was supposed to be studying. Instead, he found himself repeatedly rereading the same sentence, the words refusing to sink in. Across the table, Mark, his best friend, was packing his things.

He slammed the book shut, the sound echoing in the otherwise quiet room. "So, you're really going, then?" His voice was flat.

Mark looked up, his face etched with a familiar excitement. "Yep! New York, here I come."

David stood up, the chair scraping against the floor. He needed air, space, a distraction from the heavy, sinking feeling in his chest. "I'm going for a walk," he muttered, then escaped, leaving the library and all its burdens behind.

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