Liam found himself staring out the window, watching the rain streak down the glass. The grey sky mirrored his mood. He’d poured himself a cup of coffee, then left it untouched. He tapped his foot, a restless rhythm against the wooden floor.

His daughter, Olivia, skipped into the room. "Dad! Guess who's my teacher?"

Liam turned, the unspoken question hanging in the air.

"Mr. Harrison! Isn't that wild?"

Liam felt a familiar, uncomfortable tightness in his chest. Mr. Harrison. The teacher who had a knack for pushing your buttons. He felt the sudden compulsion to call his own mother, to ask about the day.

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