The chipped mug warmed Finn's hands, yet he couldn't seem to settle. He spun in the office chair, the squeak a grating counterpoint to the ticking clock. Across the room, Leo packed a box, humming a tuneless melody. A lump formed in Finn's throat. He abruptly stood, pacing the small apartment.

“You sure about this, man?” The words felt clumsy leaving his mouth.

Leo paused, meeting Finn’s gaze. “Yeah, Finny. Opportunity of a lifetime.” He smiled, but there was a flicker of something in his eyes Finn couldn’t quite decipher. Finn needed to escape.

He grabbed his keys, then flung the apartment door open and marched outside. The afternoon sun was blinding. He’d walk. He’d walk until his feet screamed. Until the churning inside him calmed. He headed towards the park, the scent of damp earth and freshly cut grass doing little to soothe 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