He found himself tapping his pen against the worn tabletop, a frantic rhythm against the quiet of the library. His favorite author, Evelyn Reed, was the subject of the hushed whispers rippling through the stacks. Accusations of lifted prose, of stolen ideas. He’d defended her vehemently, but the documented similarities were undeniable. A knot formed in his stomach. He’d idolized Reed, memorizing her turns of phrase, her descriptions. Now, a strange heat crawled up his neck. He stood abruptly, knocking over his chair. He needed air.

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