“Another rejection email,” Liam muttered, tossing the printout onto the cluttered desk. He slumped back in his chair, the spring poking into his back. His eyes went to Mrs. Chen’s immaculate garden across the street, the colorful flowers a vivid contrast to his own neglected yard. A gardener, obviously employed, was meticulously tending to the blossoms.

Liam, a struggling writer, knew Mrs. Chen only in passing. A polite nod, a brief exchange about the weather. Now, he imagined her life, filled with travel, leisure, and opportunities he could only dream of. A feeling of internal jostle, a feeling of being jammed, took root within him.

He slammed his fist on the desk. He felt the sting in his knuckles, but the pain did little to distract 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