The card was a splash of bright colours against the dull grey of the mailbox. Emily snatched it up, her fingers itching to tear it open. Every day felt the same, a monotonous cycle of work and the empty apartment. She wasn't expecting anything, but a flicker of something—anticipation, maybe—shot through her.

The inside was blank. No name, no message. Just a generic image of balloons. She crumpled the card, then smoothed it out again. She couldn't understand why this tiny, insignificant object had her pacing around her living room.

She flung open the front door and stared out at the street. The neighbour's cat watched her with unblinking eyes. Emily sighed, then slammed the door and went back to picking at the frayed edges of her couch.

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